Squash history: mirror holds only the models CamStack offers (2026-10-06)

.gitattributes

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+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
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+*.pkl filter=lfs diff=lfs merge=lfs -text
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+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
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+*.tar filter=lfs diff=lfs merge=lfs -text
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LICENSE

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+camstack/camstack-models is a collection. It has no single licence.
+
+Each folder <category>/<model>/ is governed by the licence stated in its
+README.md and in the table of the root README.md. The full texts are in
+LICENSES/. Converting, quantising, fine-tuning or re-exporting a model does not
+change its licence. Nothing in this repository is offered under terms broader
+than its upstream's.
+
+Folders whose weights are AGPL-3.0 (Ultralytics) are distributed under
+AGPL-3.0; see LICENSES/AGPL-3.0.txt. Their Corresponding Source is set out in
+THIRD_PARTY_MODELS.md, section "Source offer for the AGPL-3.0 weights".
+
+Some folders are licensed for non-commercial or research use only; the root
+README.md lists them under "Non-commercial models".
+
+This file, README.md and the folder README.md cards are maintained in the
+CamStack source repository (hf/camstack-models/). LICENSES/ is a copy of its
+licenses/models/, and THIRD_PARTY_MODELS.md a copy of its root notice.

LICENSES/AGPL-3.0.txt

@@ -0,0 +1,666 @@
+Source: https://www.gnu.org/licenses/agpl-3.0.txt
+Fetched: 2026-09-26 (verbatim below the line; nothing edited)
+Applies to: Ultralytics weights: objectDetection/yolo26, objectDetection/yolov9, segmentation/yolo26-seg, plateDetection/yolov8-plate
+Note: byte-identical to https://raw.githubusercontent.com/ultralytics/ultralytics/main/LICENSE, fetched the same day.
+--------------------------------------------------------------------------------
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LICENSES/Apache-2.0.txt

@@ -0,0 +1,207 @@
+Source: https://www.apache.org/licenses/LICENSE-2.0.txt
+Fetched: 2026-09-26 (verbatim below the line; nothing edited)
+Applies to: RF-DETR (Roboflow), AuraFace v1 (fal.ai), U-2-Net (Xuebin Qin et al.), YAMNet (tensorflow/models), AIY Vision Birds V1 and the Coral Edge TPU models (google-coral/test_data), timm EfficientNet-Lite0, Qwen2.5 / Qwen3-VL / Qwen3.6
+Note: none of those upstream repositories carries a NOTICE file (checked 2026-09-26 via the GitHub contents API and the HF file list), so Apache-2.0 section 4(d) adds nothing to reproduce.
+--------------------------------------------------------------------------------
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LICENSES/BSD-3-Clause.txt

@@ -0,0 +1,33 @@
+Source: https://raw.githubusercontent.com/pytorch/vision/main/LICENSE
+Fetched: 2026-09-26 (verbatim below the line; nothing edited)
+Applies to: the torchvision MobileNetV3-Large backbone of vehicleClassification/vehicle-type-v1 (code licence; the trained weights follow the CC BY-NC 4.0 dataset, see CC-BY-NC-4.0.txt)
+--------------------------------------------------------------------------------
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LICENSES/CC-BY-4.0.txt

@@ -0,0 +1,400 @@
+Source: https://creativecommons.org/licenses/by/4.0/legalcode.txt
+Fetched: 2026-09-26 (verbatim below the line; nothing edited)
+Applies to: Open Images V7 annotations (animal-classifier training data, (c) Google LLC); AudioSet ontology/labels (YAMNet, (c) Google LLC); COCO annotations (YOLO pretraining)
+--------------------------------------------------------------------------------
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+          provided in Section 3(a)(1)(A)(i).
+
+  b. Other rights.
+
+       1. Moral rights, such as the right of integrity, are not
+          licensed under this Public License, nor are publicity,
+          privacy, and/or other similar personality rights; however, to
+          the extent possible, the Licensor waives and/or agrees not to
+          assert any such rights held by the Licensor to the limited
+          extent necessary to allow You to exercise the Licensed
+          Rights, but not otherwise.
+
+       2. Patent and trademark rights are not licensed under this
+          Public License.
+
+       3. To the extent possible, the Licensor waives any right to
+          collect royalties from You for the exercise of the Licensed
+          Rights, whether directly or through a collecting society
+          under any voluntary or waivable statutory or compulsory
+          licensing scheme. In all other cases the Licensor expressly
+          reserves any right to collect such royalties.
+
+
+Section 3 -- License Conditions.
+
+Your exercise of the Licensed Rights is expressly made subject to the
+following conditions.
+
+  a. Attribution.
+
+       1. If You Share the Licensed Material (including in modified
+          form), You must:
+
+            a. retain the following if it is supplied by the Licensor
+               with the Licensed Material:
+
+                 i. identification of the creator(s) of the Licensed
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+                ii. a copyright notice;
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+               iii. a notice that refers to this Public License;
+
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+               retain an indication of any previous modifications; and
+
+            c. indicate the Licensed Material is licensed under this
+               Public License, and include the text of, or the URI or
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+
+       2. You may satisfy the conditions in Section 3(a)(1) in any
+          reasonable manner based on the medium, means, and context in
+          which You Share the Licensed Material. For example, it may be
+          reasonable to satisfy the conditions by providing a URI or
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+
+       4. If You Share Adapted Material You produce, the Adapter's
+          License You apply must not prevent recipients of the Adapted
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+Section 4 -- Sui Generis Database Rights.
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+apply to Your use of the Licensed Material:
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+     to extract, reuse, reproduce, and Share all or a substantial
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+Section 5 -- Disclaimer of Warranties and Limitation of Liability.
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+
+  b. TO THE EXTENT POSSIBLE, IN NO EVENT WILL THE LICENSOR BE LIABLE
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+     Similar Rights licensed here. However, if You fail to comply with
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+
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+
+
+Section 7 -- Other Terms and Conditions.
+
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+     Licensed Material not stated herein are separate from and
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+
+
+Section 8 -- Interpretation.
+
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+     shall not be interpreted to, reduce, limit, restrict, or impose
+     conditions on any use of the Licensed Material that could lawfully
+     be made without permission under this Public License.
+
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+     deemed unenforceable, it shall be automatically reformed to the
+     minimum extent necessary to make it enforceable. If the provision
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+     without affecting the enforceability of the remaining terms and
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+
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+
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+
+
+=======================================================================
+
+Creative Commons is not a party to its public
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+
+Creative Commons may be contacted at creativecommons.org.
+

LICENSES/CC-BY-NC-4.0.txt

@@ -0,0 +1,412 @@
+Source: https://creativecommons.org/licenses/by-nc/4.0/legalcode.txt
+Fetched: 2026-09-26 (verbatim below the line; nothing edited)
+Applies to: the Vehicle classification dataset by DrBimmer (https://huggingface.co/datasets/DrBimmer/vehicle-classification), on which vehicle-type-v1 was fine-tuned. CamStack treats the trained weights as non-commercial (conservative reading).
+--------------------------------------------------------------------------------
+Attribution-NonCommercial 4.0 International
+
+=======================================================================
+
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+=======================================================================
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+Creative Commons Attribution-NonCommercial 4.0 International Public
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+Section 1 -- Definitions.
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+  a. Adapted Material means material subject to Copyright and Similar
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+
+       2. Exceptions and Limitations. For the avoidance of doubt, where
+          Exceptions and Limitations apply to Your use, this Public
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+
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+
+            a. Offer from the Licensor -- Licensed Material. Every
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+
+  b. Other rights.
+
+       1. Moral rights, such as the right of integrity, are not
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+          the extent possible, the Licensor waives and/or agrees not to
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+
+Section 3 -- License Conditions.
+
+Your exercise of the Licensed Rights is expressly made subject to the
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+  a. Attribution.
+
+       1. If You Share the Licensed Material (including in modified
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+
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+
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+
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+
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+
+Section 4 -- Sui Generis Database Rights.
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+
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+
+Section 5 -- Disclaimer of Warranties and Limitation of Liability.
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+Section 6 -- Term and Termination.
+
+  a. This Public License applies for the term of the Copyright and
+     Similar Rights licensed here. However, if You fail to comply with
+     this Public License, then Your rights under this Public License
+     terminate automatically.
+
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+     Section 6(a), it reinstates:
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+       1. automatically as of the date the violation is cured, provided
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+
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+
+     For the avoidance of doubt, this Section 6(b) does not affect any
+     right the Licensor may have to seek remedies for Your violations
+     of this Public License.
+
+  c. For the avoidance of doubt, the Licensor may also offer the
+     Licensed Material under separate terms or conditions or stop
+     distributing the Licensed Material at any time; however, doing so
+     will not terminate this Public License.
+
+  d. Sections 1, 5, 6, 7, and 8 survive termination of this Public
+     License.
+
+
+Section 7 -- Other Terms and Conditions.
+
+  a. The Licensor shall not be bound by any additional or different
+     terms or conditions communicated by You unless expressly agreed.
+
+  b. Any arrangements, understandings, or agreements regarding the
+     Licensed Material not stated herein are separate from and
+     independent of the terms and conditions of this Public License.
+
+
+Section 8 -- Interpretation.
+
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+     shall not be interpreted to, reduce, limit, restrict, or impose
+     conditions on any use of the Licensed Material that could lawfully
+     be made without permission under this Public License.
+
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+     deemed unenforceable, it shall be automatically reformed to the
+     minimum extent necessary to make it enforceable. If the provision
+     cannot be reformed, it shall be severed from this Public License
+     without affecting the enforceability of the remaining terms and
+     conditions.
+
+  c. No term or condition of this Public License will be waived and no
+     failure to comply consented to unless expressly agreed to by the
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+
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+
+=======================================================================
+
+Creative Commons is not a party to its public
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+will be considered the “Licensor.” The text of the Creative Commons
+public licenses is dedicated to the public domain under the CC0 Public
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+public licenses.
+
+Creative Commons may be contacted at creativecommons.org.
+

LICENSES/GPL-3.0.txt

@@ -0,0 +1,678 @@
+Source: https://www.gnu.org/licenses/gpl-3.0.txt
+Fetched: 2026-09-26 (verbatim below the line; nothing edited)
+Applies to: the original YOLOv9 architecture (https://github.com/WongKinYiu/yolov9, LICENSE.md: GPL-3.0), upstream of the Ultralytics YOLOv9 weights and of Model Studio's Scrypted YOLOv9 ReLU catalog (downloaded from scrypted/plugin-models, not hosted here)
+--------------------------------------------------------------------------------
+                    GNU GENERAL PUBLIC LICENSE
+                       Version 3, 29 June 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+                            Preamble
+
+  The GNU General Public License is a free, copyleft license for
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+
+  The licenses for most software and other practical works are designed
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+
+  When we speak of free software, we are referring to freedom, not
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+                     END OF TERMS AND CONDITIONS
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+            How to Apply These Terms to Your New Programs
+
+  If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+  To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+    <one line to give the program's name and a brief idea of what it does.>
+    Copyright (C) <year>  <name of author>
+
+    This program is free software: you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License
+    along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Also add information on how to contact you by electronic and paper mail.
+
+  If the program does terminal interaction, make it output a short
+notice like this when it starts in an interactive mode:
+
+    <program>  Copyright (C) <year>  <name of author>
+    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+    This is free software, and you are welcome to redistribute it
+    under certain conditions; type `show c' for details.
+
+The hypothetical commands `show w' and `show c' should show the appropriate
+parts of the General Public License.  Of course, your program's commands
+might be different; for a GUI interface, you would use an "about box".
+
+  You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU GPL, see
+<https://www.gnu.org/licenses/>.
+
+  The GNU General Public License does not permit incorporating your program
+into proprietary programs.  If your program is a subroutine library, you
+may consider it more useful to permit linking proprietary applications with
+the library.  If this is what you want to do, use the GNU Lesser General
+Public License instead of this License.  But first, please read
+<https://www.gnu.org/licenses/why-not-lgpl.html>.

LICENSES/Llama-3.2-Community.txt

@@ -0,0 +1,75 @@
+Source: https://raw.githubusercontent.com/meta-llama/llama-models/main/models/llama3_2/LICENSE
+Fetched: 2026-09-26 (verbatim below the line; nothing edited)
+Applies to: Llama 3.2 3B Instruct (catalog id llm-llama3.2-3b-instruct-q4), downloaded by the AI addon directly from https://huggingface.co/bartowski/Llama-3.2-3B-Instruct-GGUF; CamStack does not host it
+Note: Section 1.b.i asks anyone who makes a product containing Llama Materials available to provide a copy of this Agreement and to display "Built with Llama". Acceptable Use Policy: https://www.llama.com/llama3_2/use-policy
+--------------------------------------------------------------------------------
+LLAMA 3.2 COMMUNITY LICENSE AGREEMENT
+
+Llama 3.2 Version Release Date: September 25, 2024
+
+“Agreement” means the terms and conditions for use, reproduction, distribution and modification of the Llama Materials set forth herein.
+
+
+“Documentation” means the specifications, manuals and documentation accompanying Llama 3.2 distributed by Meta at https://www.llama.com/docs/overview.
+
+
+“Licensee” or “you” means you, or your employer or any other person or entity (if you are entering into this Agreement on such person or entity’s behalf), of the age required under applicable laws, rules or regulations to provide legal consent and that has legal authority to bind your employer or such other person or entity if you are entering in this Agreement on their behalf.
+
+
+“Llama 3.2” means the foundational large language models and software and algorithms, including machine-learning model code, trained model weights, inference-enabling code, training-enabling code, fine-tuning enabling code and other elements of the foregoing distributed by Meta at https://www.llama.com/llama-downloads.
+
+
+“Llama Materials” means, collectively, Meta’s proprietary Llama 3.2 and Documentation (and any portion thereof) made available under this Agreement.
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+
+
+    a. Grant of Rights. You are granted a non-exclusive, worldwide, non-transferable and royalty-free limited license under Meta’s intellectual property or other rights owned by Meta embodied in the Llama Materials to use, reproduce, distribute, copy, create derivative works of, and make modifications to the Llama Materials.
+
+
+    b. Redistribution and Use.
+
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+
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LICENSES/MIT-fast-plate-ocr.txt

@@ -0,0 +1,26 @@
+Source: https://raw.githubusercontent.com/ankandrew/fast-plate-ocr/master/LICENSE
+Fetched: 2026-09-26 (verbatim below the line; nothing edited)
+Applies to: plateRecognition/cct-s-v2-global (catalog id cct-s-v2-global) and plateRecognition/fast-plate-ocr
+Note: MIT requires this copyright line to travel with the redistributed files. The plan cited .../main/LICENSE, which 404s; the default branch is master.
+--------------------------------------------------------------------------------
+MIT License
+
+Copyright (c) 2024 ankandrew
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

LICENSES/MIT-yunet-reference.txt

@@ -0,0 +1,25 @@
+Source: https://raw.githubusercontent.com/opencv/opencv_zoo/main/models/face_detection_yunet/LICENSE
+Fetched: 2026-09-26 (verbatim below the line; nothing edited)
+Applies to: faceDetection/yunet (catalog id yunet-2023mar), OpenCV Zoo's YuNet face detector, the operator-chosen SCRFD replacement. Training data: WIDER FACE, whose images are CC BY-NC-ND.
+--------------------------------------------------------------------------------
+MIT License
+
+Copyright (c) 2020 Shiqi Yu <shiqi.yu@gmail.com>
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

@@ -0,0 +1,95 @@
+---
+license: other
+license_name: camstack-models-collection
+license_link: LICENSE
+tags:
+  - onnx
+  - openvino
+  - coreml
+  - object-detection
+  - image-classification
+  - feature-extraction
+library_name: onnx
+---
+
+<!-- Tracked in camstack/server as hf/camstack-models/README.md; edit it there, not on the Hub. The table between the GENERATED markers is written by scripts/gen-model-licenses.ts from the catalog licence records (D661) — run `npm run models:notices`; everything else is hand-written. -->
+
+# CamStack model mirror
+
+This repository is a **mirror of third-party models** converted by
+[CamStack](https://camstack-docs.zentik.app) into the formats its inference
+engines run (ONNX, OpenVINO IR, CoreML, TFLite). **Nothing here is relicensed.**
+Each folder stays under the licence of the model it was made from, stated in the
+folder's `README.md` and in the table below, with the full text in
+[`LICENSES/`](LICENSES). The repository as a whole has no single licence; see
+[`LICENSE`](LICENSE).
+
+Every model file here is a *modified* version of its upstream: at minimum
+converted to another format; where the folder card says so, re-exported at a
+smaller input size, quantised (OpenVINO NNCF INT8), fine-tuned, or with a graph
+edit.
+
+[`THIRD_PARTY_MODELS.md`](THIRD_PARTY_MODELS.md) is the notice CamStack ships
+with its software. It covers every model CamStack can download, including those
+fetched from other repositories, with the attributions each licence requires.
+
+## AGPL-3.0 models (Ultralytics)
+
+`objectDetection/yolo26`, `objectDetection/yolov9`, `segmentation/yolo26-seg`,
+and `plateDetection/yolov8-plate` hold
+Ultralytics weights under **AGPL-3.0** ([`LICENSES/AGPL-3.0.txt`](LICENSES/AGPL-3.0.txt)).
+Their Corresponding Source is set out in
+[Source offer for the AGPL-3.0 weights](THIRD_PARTY_MODELS.md#source-offer-for-the-agpl-30-weights).
+
+## Non-commercial models
+
+This **may not be used commercially**. See the folder's card.
+
+- `vehicleClassification/vehicle-type-v1`: trained on a CC BY-NC 4.0 dataset
+  ([`LICENSES/CC-BY-NC-4.0.txt`](LICENSES/CC-BY-NC-4.0.txt)).
+
+## Required attributions
+
+- **Ultralytics YOLO26, YOLOv9, YOLOv8**: © Ultralytics, AGPL-3.0. YOLOv9
+  architecture: Chien-Yao Wang, I-Hau Yeh, Hong-Yuan Mark Liao, GPL-3.0.
+- **fast-plate-ocr**: Copyright (c) 2024 ankandrew, MIT.
+- **Open Images V7** (animal-classifier training data): annotations © Google
+  LLC, CC BY 4.0.
+- **Vehicle classification dataset** (vehicle-type-v1 training data): DrBimmer,
+  https://huggingface.co/datasets/DrBimmer/vehicle-classification, CC BY-NC 4.0.
+- **AudioSet** (YAMNet labels): © Google LLC, CC BY 4.0.
+- **COCO** (YOLO pretraining): annotations CC BY 4.0.
+- Apache-2.0 upstreams: RF-DETR (Roboflow), AuraFace v1 (fal.ai), U²-Net
+  (Xuebin Qin et al.), YAMNet and AIY Vision Birds V1 (Google LLC),
+  EfficientNet-Lite0 via timm (Ross Wightman).
+
+## Models
+
+"Unknown" means no licence could be traced; it does not mean free to use.
+*default* marks the model a CamStack step runs when nobody chose one; *hidden*
+marks an entry kept resolvable for a saved selection but no longer offered.
+
+<!-- BEGIN GENERATED MODEL TABLE -->
+| Folder | Catalog ids | Upstream | Weights licence | Licence text | CamStack modifications |
+| --- | --- | --- | --- | --- | --- |
+| `objectDetection/yolo26` | `yolo26n` (default), `yolo26s`, `yolo26m`, `yolo26l`, `yolo26x` (hidden), `yolo26n-fp16` (hidden), `yolo26n-int8`, `yolo26s-fp16` (hidden), `yolo26s-int8`, `yolo26m-fp16` (hidden), `yolo26m-int8`, `yolo26l-fp16` (hidden), `yolo26l-int8`, `yolo26n-320`, `yolo26n-320-int8`, `yolo26n-256`, `yolo26n-256-int8`, `yolo26s-320`, `yolo26s-320-int8`, `yolo26s-256`, `yolo26s-256-int8`, `yolo26m-320`, `yolo26m-320-int8`, `yolo26m-256`, `yolo26m-256-int8`, `yolo26l-320`, `yolo26l-320-int8`, `yolo26l-256`, `yolo26l-256-int8`, `yolo26x-fp16` (hidden), `yolo26x-int8` (hidden) | Ultralytics | AGPL-3.0 | [`AGPL-3.0.txt`](LICENSES/AGPL-3.0.txt) | exported to ONNX, OpenVINO IR and CoreML (scripts/build-camstack-models.py); OpenVINO FP16 export; exported to OpenVINO IR, then OpenVINO NNCF INT8 post-training quantisation; re-exported at 320×320 to ONNX, OpenVINO IR and CoreML; re-exported at 320×320 to OpenVINO IR; OpenVINO NNCF INT8 post-training quantisation; re-exported at 256×256 to ONNX, OpenVINO IR and CoreML; re-exported at 256×256 to OpenVINO IR; OpenVINO NNCF INT8 post-training quantisation |
+| `objectDetection/yolov9` | `yolov9t-320`, `yolov9t-320-int8`, `yolov9t-640`, `yolov9t-640-int8`, `yolov9s-320`, `yolov9s-320-int8`, `yolov9s-640`, `yolov9s-640-int8`, `yolov9m-320`, `yolov9m-320-int8`, `yolov9m-640`, `yolov9m-640-int8`, `yolov9c-320`, `yolov9c-320-int8`, `yolov9c-640`, `yolov9c-640-int8` | Ultralytics | AGPL-3.0 | [`AGPL-3.0.txt`](LICENSES/AGPL-3.0.txt) | exported at 320×320 to ONNX, OpenVINO IR FP16 and CoreML; exported at 320×320 to OpenVINO IR; OpenVINO NNCF INT8 post-training quantisation; exported at 640×640 to ONNX, OpenVINO IR FP16 and CoreML; exported at 640×640 to OpenVINO IR; OpenVINO NNCF INT8 post-training quantisation |
+| `packageDetection/rfdetr-package` | `rfdetr-package` (default) | Roboflow RF-DETR | Apache-2.0 | [`Apache-2.0.txt`](LICENSES/Apache-2.0.txt) | RF-DETR-M fine-tuned to 2 classes at 576; exported to ONNX, OpenVINO IR and CoreML; training checkpoint .pth also published |
+| `faceDetection/yunet` | `yunet-2023mar` (default) | OpenCV Zoo YuNet | MIT | [`MIT-yunet-reference.txt`](LICENSES/MIT-yunet-reference.txt), [`BSD-3-Clause.txt`](LICENSES/BSD-3-Clause.txt) | input contract baked into the graph (the pool RGB /255 becomes the upstream BGR 0..255: Mul(255) plus a channel Gather); internal tensor names cleared in the OpenVINO IR; ONNX fp32, OpenVINO IR fp32, CoreML fp16 (scripts/build-yunet-model.py) |
+| `faceRecognition/auraface` | `auraface-r100` (default) | fal.ai AuraFace v1 (glintr100.onnx only) | Apache-2.0 | [`Apache-2.0.txt`](LICENSES/Apache-2.0.txt) | input scaling y = 2x - 1 baked ahead of the first Conv (scripts/build-auraface-model.py); converted to OpenVINO IR and CoreML FP16 |
+| `plateDetection/yolov8-plate` | `yolov8n-plate` (default) | Ultralytics | AGPL-3.0 | [`AGPL-3.0.txt`](LICENSES/AGPL-3.0.txt) | converted to OpenVINO IR and CoreML |
+| `plateRecognition/cct-s-v2-global` | `cct-s-v2-global` (default) | ankandrew/fast-plate-ocr | MIT | [`MIT-fast-plate-ocr.txt`](LICENSES/MIT-fast-plate-ocr.txt) | input head removed (recorded in the ONNX doc_string); converted to OpenVINO IR and CoreML |
+| `animalClassification/animal-classifier` | `animal-classifier` (default) | timm EfficientNet-Lite0, fine-tuned by CamStack | Apache-2.0 | [`Apache-2.0.txt`](LICENSES/Apache-2.0.txt) | fine-tuned by CamStack on the Open Images V7 animal subset (8 classes); exported to ONNX, OpenVINO IR and CoreML |
+| `animalClassification/bird-classifier` | `bird-classifier` (default) | Google AIY Vision birds_V1 | Apache-2.0 | [`Apache-2.0.txt`](LICENSES/Apache-2.0.txt) | converted from TensorFlow with tf2onnx; OpenVINO IR and CoreML derived from it |
+| `vehicleClassification/vehicle-type-v1` | `vehicle-type-v1` (default) | torchvision MobileNetV3-Large, fine-tuned by CamStack | **CC-BY-NC-4.0** | [`CC-BY-NC-4.0.txt`](LICENSES/CC-BY-NC-4.0.txt), [`BSD-3-Clause.txt`](LICENSES/BSD-3-Clause.txt) | fine-tuned by CamStack (8 classes); exported to ONNX, OpenVINO IR and CoreML |
+| `clip/siglip2` | `siglip2-b16-224` (default), `siglip2-b16-224-text` | Google SigLIP 2 (google/siglip2-base-patch16-224) | Apache-2.0 | [`Apache-2.0.txt`](LICENSES/Apache-2.0.txt) | input scaling y = 2x - 1 baked ahead of the patch embedding; converted to OpenVINO IR and CoreML FP16, an FP32 ONNX hosted as the verification reference (scripts/build-siglip2-model.py); input sliced to the model's 64 positions in the graph; ONNX weights FP16, OpenVINO IR and CoreML FP16; a Lowercase normalizer prepended to the Gemma tokenizer (scripts/build-siglip2-model.py) |
+| `segmentationRefiner/u2netp` | `u2netp` (default) | xuebinqin/U-2-Net | Apache-2.0 | [`Apache-2.0.txt`](LICENSES/Apache-2.0.txt) | converted to ONNX, OpenVINO IR and CoreML |
+| `segmentation/yolo26-seg` | `yolo26n-seg`, `yolo26s-seg`, `yolo26m-seg` | Ultralytics | AGPL-3.0 | [`AGPL-3.0.txt`](LICENSES/AGPL-3.0.txt) | exported to ONNX, OpenVINO IR and CoreML |
+| `audioClassification/yamnet` | `yamnet-onnx` (default) | tensorflow/models research/audioset/yamnet | Apache-2.0 | [`Apache-2.0.txt`](LICENSES/Apache-2.0.txt) | converted from TensorFlow with tf2onnx; OpenVINO IR derived from it |
+<!-- END GENERATED MODEL TABLE -->
+
+This mirror holds only the models CamStack offers. Models it no longer offers
+(SCRFD, ArcFace, Inception-ResNet, VGG-English, MobileCLIP S1/S2,
+YOLOv8n-package, SSDLite MobileDet, and earlier the Scrypted face, PaddleOCR,
+animals-10, NABirds and EfficientNet folders) were removed, and the repository
+history was squashed on 2026-10-06.

THIRD_PARTY_MODELS.md

@@ -0,0 +1,222 @@
+<!--
+  THIRD_PARTY_MODELS.md: the product notice for every model CamStack can download.
+
+  GENERATED by scripts/gen-model-licenses.ts from the licence records on the model
+  catalogs (D661). Do not edit it: change the record in the catalog
+  (packages/addon-pipeline/src/detection-pipeline/registry/model-licenses.ts,
+  packages/addon-post-analysis/src/embedding-encoder/catalogs/model-licenses.ts,
+  packages/addon-ai/src/runtime/llm-model-licenses.ts), then run npm run models:notices.
+  The package copies (packages/addon-pipeline, packages/addon-post-analysis, packages/addon-ai, packages/addon-model-studio, server/backend) are byte-identical
+  (npm cannot ship a file from outside the package); the Hugging Face mirror receives
+  the same file from hf/camstack-models/upload.sh. Drift fails CI.
+  Facts: docs/superpowers/specs/2026-09-26-model-license-compliance.md. Not legal advice.
+-->
+
+# Third-party models
+
+CamStack's own source code is MIT-licensed (see `LICENSE`). CamStack does not
+include model weights in its npm packages or its Docker image. It downloads
+them, on demand, from the locations listed below. **Each model stays under its
+own licence.** Converting a model to another format does not change its
+licence: every CamStack-made build is a modified version (a "model derivative")
+of the upstream weights, and the change is stated per model.
+
+Full licence texts: `licenses/models/` in the CamStack source repository, and
+[`LICENSES/`](https://huggingface.co/camstack/camstack-models/tree/main/LICENSES)
+in the model mirror https://huggingface.co/camstack/camstack-models.
+
+Some of these models are **not licensed for commercial use**. They are listed
+under [Non-commercial models](#non-commercial-models).
+
+## Required attributions
+
+- © Ultralytics, AGPL-3.0. Corresponding source: the upstream Ultralytics checkpoint and build-camstack-models.py (with convert_lib.py) published at https://huggingface.co/camstack/camstack-models/tree/main/source. https://github.com/ultralytics/ultralytics
+- Coral Edge TPU models and AIY Vision Birds V1 © Google LLC, Apache-2.0. https://github.com/google-coral/test_data
+- © Ultralytics, AGPL-3.0 (Ultralytics YOLOv9 weights). YOLOv9 architecture: Chien-Yao Wang, I-Hau Yeh, Hong-Yuan Mark Liao, GPL-3.0 (https://github.com/WongKinYiu/yolov9). Corresponding source: the upstream Ultralytics checkpoint and build-camstack-models.py (with convert_lib.py) published at https://huggingface.co/camstack/camstack-models/tree/main/source. https://github.com/ultralytics/ultralytics
+- RF-DETR © Roboflow, Apache-2.0. https://github.com/roboflow/rf-detr
+- YuNet weights Copyright (c) 2020 Shiqi Yu, MIT. Training code: ShiqiYu/libfacedetection.train, BSD-3-Clause. https://github.com/opencv/opencv_zoo/tree/main/models/face_detection_yunet
+- AuraFace v1 by fal.ai, Apache-2.0. https://huggingface.co/fal/AuraFace-v1
+- © Ultralytics, AGPL-3.0 (YOLOv8n base, fine-tuned for plates by an unidentified third party). CamStack holds no training checkpoint; the ONNX file is the only form it has. https://github.com/ultralytics/ultralytics
+- fast-plate-ocr, MIT License, copyright (c) 2024 ankandrew (full notice: licenses/models/MIT-fast-plate-ocr.txt). https://github.com/ankandrew/fast-plate-ocr
+- EfficientNet-Lite0 via timm (Ross Wightman), Apache-2.0. Open Images V7 annotations © Google LLC, CC BY 4.0; images listed by Google as CC BY 2.0, without warranty. https://github.com/huggingface/pytorch-image-models
+- torchvision MobileNetV3, BSD-3-Clause. Trained on the Vehicle classification dataset by DrBimmer (https://huggingface.co/datasets/DrBimmer/vehicle-classification), CC BY-NC 4.0. https://github.com/pytorch/vision
+- SigLIP 2 © Google LLC, Apache-2.0. https://huggingface.co/google/siglip2-base-patch16-224
+- U²-Net © Xuebin Qin et al., Apache-2.0. https://github.com/xuebinqin/U-2-Net
+- YAMNet © Google LLC, Apache-2.0. AudioSet ontology and labels © Google LLC, CC BY 4.0. https://github.com/tensorflow/models/tree/master/research/audioset/yamnet
+- Qwen models © Alibaba Cloud, Apache-2.0. https://huggingface.co/Qwen · https://huggingface.co/unsloth · https://huggingface.co/unsloth/Qwen3.6-35B-A3B-GGUF
+- Built with Llama. Llama 3.2 is licensed under the Llama 3.2 Community License, Copyright © Meta Platforms, Inc. All Rights Reserved. https://huggingface.co/bartowski/Llama-3.2-3B-Instruct-GGUF
+- Scrypted YOLOv9 ReLU detectors, Koushik Dutta (scrypted/plugin-models, repository tagged MIT); trained with the YOLOv9 code of Chien-Yao Wang, I-Hau Yeh, Hong-Yuan Mark Liao, GPL-3.0 (https://github.com/WongKinYiu/yolov9). https://huggingface.co/scrypted/plugin-models
+
+Training data under attribution terms:
+
+- **COCO 2017** (training data of `yolo26n` and 51 more): annotations CC-BY-4.0; images under their Flickr owners' terms. https://cocodataset.org/#termsofuse
+- **WIDER FACE** (training data of `yunet-2023mar`): research-oriented terms; images CC BY-NC-ND. http://shuoyang1213.me/WIDERFACE/
+- **Open Images V7** (training data of `animal-classifier`): annotations CC-BY-4.0 (Google LLC); images listed as CC-BY-2.0, no warranty. https://storage.googleapis.com/openimages/web/factsfigures_v7.html
+- **DrBimmer/vehicle-classification** (training data of `vehicle-type-v1`): CC-BY-NC-4.0 — treated as binding the trained weights (conservative reading). https://huggingface.co/datasets/DrBimmer/vehicle-classification
+- **AudioSet ontology/labels** (training data of `yamnet-onnx`): CC-BY-4.0 (Google LLC). https://research.google.com/audioset/
+
+## Source offer for the AGPL-3.0 weights
+
+<!--
+  This section is the ONE place the source offer is written. The package copies are
+  byte-identical copies of this file, and the Hugging Face model card, its LICENSE and its folder
+  cards link here instead of repeating it.
+-->
+
+The folders `objectDetection/yolo26`, `objectDetection/yolov9`, `plateDetection/yolov8-plate` and `segmentation/yolo26-seg` of the model mirror hold Ultralytics weights,
+modified by CamStack and distributed under AGPL-3.0. Their Corresponding Source
+is published in the mirror itself, in its **`source/`** folder,
+**https://huggingface.co/camstack/camstack-models/tree/main/source**, together
+with the upstream checkpoints it starts from:
+
+1. **The upstream checkpoints**, published by Ultralytics at
+   https://github.com/ultralytics/assets/releases: `yolo26{n,s,m,l,x}.pt`,
+   `yolov9{t,s,m,c}.pt`, `yolo26{n,s,m}-seg.pt`.
+2. **The export scripts** in `source/`: `build-camstack-models.py` (ONNX
+   with a dynamic batch axis, CoreML FP16, OpenVINO IR, OpenVINO NNCF INT8),
+   `convert_lib.py` (the ONNX to OpenVINO / INT8 / CoreML converter it imports,
+   the same one CamStack's Model Studio runs), `requirements.txt` and
+   `export-models.py`. The build instructions (Python environment,
+   invocation, calibration images for INT8) are in `source/README.md` and in
+   each script's header. These scripts are CamStack's own code and are offered
+   under the MIT licence; the weights they produce keep their upstream licence.
+
+What the published scripts do **not** cover yet:
+
+- **Some hosted sizes and input resolutions.** The export scripts do not list
+  every variant in the mirror (for example the `-320`/`-256` YOLO26 exports,
+  `yolov9m`/`yolov9c`, and the `yolo26*-seg` models). Each one is the same
+  Ultralytics `export()` with a different model id or `imgsz`, but no
+  published script reproduces it as-is.
+- **`yolov8n-plate` has no training checkpoint.** It is a third-party model
+  (trained 2023-12-05 according to its own metadata, origin not identified).
+  The ONNX file is the only form CamStack has.
+
+## Non-commercial models
+
+These are downloaded by default or selectable, and their terms **do not allow
+commercial use**:
+
+| Model | Used for | Terms |
+| --- | --- | --- |
+| `vehicle-type-v1` (default) | Vehicle classifier | CC-BY-NC-4.0; training data: CC-BY-NC-4.0 — treated as binding the trained weights (conservative reading) ([terms](https://creativecommons.org/licenses/by-nc/4.0/)) |
+
+## Models
+
+"Mirror" means https://huggingface.co/camstack/camstack-models, folder given.
+"Code / weights" gives the two licences separately because they often differ.
+**Unknown** means no licence could be traced; it does not mean free to use.
+*default* marks the model a step runs when nobody chose one; *hidden* marks an
+entry kept resolvable for a saved selection but no longer offered.
+
+### Object detection
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `yolo26n` (default), `yolo26s`, `yolo26m`, `yolo26l`, `yolo26x` (hidden), `yolo26n-fp16` (hidden), `yolo26n-int8`, `yolo26s-fp16` (hidden), `yolo26s-int8`, `yolo26m-fp16` (hidden), `yolo26m-int8`, `yolo26l-fp16` (hidden), `yolo26l-int8`, `yolo26n-320`, `yolo26n-320-int8`, `yolo26n-256`, `yolo26n-256-int8`, `yolo26s-320`, `yolo26s-320-int8`, `yolo26s-256`, `yolo26s-256-int8`, `yolo26m-320`, `yolo26m-320-int8`, `yolo26m-256`, `yolo26m-256-int8`, `yolo26l-320`, `yolo26l-320-int8`, `yolo26l-256`, `yolo26l-256-int8`, `yolo26x-fp16` (hidden), `yolo26x-int8` (hidden) | [Ultralytics](https://github.com/ultralytics/ultralytics) | AGPL-3.0 / AGPL-3.0 (`AGPL-3.0.txt`) | COCO 2017: annotations CC-BY-4.0; images under their Flickr owners' terms | exported to ONNX, OpenVINO IR and CoreML (scripts/build-camstack-models.py); OpenVINO FP16 export; exported to OpenVINO IR, then OpenVINO NNCF INT8 post-training quantisation; re-exported at 320×320 to ONNX, OpenVINO IR and CoreML; re-exported at 320×320 to OpenVINO IR; OpenVINO NNCF INT8 post-training quantisation; re-exported at 256×256 to ONNX, OpenVINO IR and CoreML; re-exported at 256×256 to OpenVINO IR; OpenVINO NNCF INT8 post-training quantisation | mirror `objectDetection/yolo26` |
+| `ssd-mobilenet-v2-coco-edgetpu` (default) | [Google Coral test_data](https://github.com/google-coral/test_data) | Apache-2.0 / Apache-2.0 (`Apache-2.0.txt`) | COCO 2017: annotations CC-BY-4.0; images under their Flickr owners' terms | none | https://github.com/google-coral/test_data |
+| `yolov9t-320`, `yolov9t-320-int8`, `yolov9t-640`, `yolov9t-640-int8`, `yolov9s-320`, `yolov9s-320-int8`, `yolov9s-640`, `yolov9s-640-int8`, `yolov9m-320`, `yolov9m-320-int8`, `yolov9m-640`, `yolov9m-640-int8`, `yolov9c-320`, `yolov9c-320-int8`, `yolov9c-640`, `yolov9c-640-int8` | [Ultralytics](https://github.com/ultralytics/ultralytics) | AGPL-3.0 / AGPL-3.0 (`AGPL-3.0.txt`) | COCO 2017: annotations CC-BY-4.0; images under their Flickr owners' terms | exported at 320×320 to ONNX, OpenVINO IR FP16 and CoreML; exported at 320×320 to OpenVINO IR; OpenVINO NNCF INT8 post-training quantisation; exported at 640×640 to ONNX, OpenVINO IR FP16 and CoreML; exported at 640×640 to OpenVINO IR; OpenVINO NNCF INT8 post-training quantisation | mirror `objectDetection/yolov9` |
+
+### Package detection
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `rfdetr-package` (default) | [Roboflow RF-DETR](https://github.com/roboflow/rf-detr) | Apache-2.0 / Apache-2.0 (`Apache-2.0.txt`) | parcel fine-tuning set (not recorded): UNVERIFIED | RF-DETR-M fine-tuned to 2 classes at 576; exported to ONNX, OpenVINO IR and CoreML; training checkpoint .pth also published | mirror `packageDetection/rfdetr-package` |
+
+### Face detection
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `yunet-2023mar` (default) | [OpenCV Zoo YuNet](https://github.com/opencv/opencv_zoo/tree/main/models/face_detection_yunet) | BSD-3-Clause (`BSD-3-Clause.txt`) / MIT (`MIT-yunet-reference.txt`) | WIDER FACE: research-oriented terms; images CC BY-NC-ND | input contract baked into the graph (the pool RGB /255 becomes the upstream BGR 0..255: Mul(255) plus a channel Gather); internal tensor names cleared in the OpenVINO IR; ONNX fp32, OpenVINO IR fp32, CoreML fp16 (scripts/build-yunet-model.py) | mirror `faceDetection/yunet` |
+
+### Face recognition
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `auraface-r100` (default) | [fal.ai AuraFace v1 (glintr100.onnx only)](https://huggingface.co/fal/AuraFace-v1) | — / Apache-2.0 (`Apache-2.0.txt`) | — | input scaling y = 2x - 1 baked ahead of the first Conv (scripts/build-auraface-model.py); converted to OpenVINO IR and CoreML FP16 | mirror `faceRecognition/auraface` |
+
+### Licence plate detection
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `yolov8n-plate` (default) | [Ultralytics](https://github.com/ultralytics/ultralytics) | AGPL-3.0 / AGPL-3.0 (`AGPL-3.0.txt`) | unidentified plate dataset (third-party model, trained 2023-12-05 per its ONNX metadata): UNKNOWN | converted to OpenVINO IR and CoreML | mirror `plateDetection/yolov8-plate` |
+
+### Licence plate reading
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `cct-s-v2-global` (default) | [ankandrew/fast-plate-ocr](https://github.com/ankandrew/fast-plate-ocr) | MIT / MIT (`MIT-fast-plate-ocr.txt`) | fast-plate-ocr training set: private, not released upstream | input head removed (recorded in the ONNX doc_string); converted to OpenVINO IR and CoreML | mirror `plateRecognition/cct-s-v2-global` |
+
+### Animal classifier
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `animal-classifier` (default) | [timm EfficientNet-Lite0, fine-tuned by CamStack](https://github.com/huggingface/pytorch-image-models) | Apache-2.0 / Apache-2.0 (`Apache-2.0.txt`) | Open Images V7: annotations CC-BY-4.0 (Google LLC); images listed as CC-BY-2.0, no warranty | fine-tuned by CamStack on the Open Images V7 animal subset (8 classes); exported to ONNX, OpenVINO IR and CoreML | mirror `animalClassification/animal-classifier` |
+
+### Bird classifier
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `bird-classifier` (default) | [Google AIY Vision birds_V1](https://github.com/google-coral/test_data) | — / Apache-2.0 (`Apache-2.0.txt`) | — | converted from TensorFlow with tf2onnx; OpenVINO IR and CoreML derived from it | mirror `animalClassification/bird-classifier` |
+
+### Vehicle classifier
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `vehicle-type-v1` (default) | [torchvision MobileNetV3-Large, fine-tuned by CamStack](https://github.com/pytorch/vision) | BSD-3-Clause (`BSD-3-Clause.txt`) / **CC-BY-NC-4.0** (`CC-BY-NC-4.0.txt`) | DrBimmer/vehicle-classification: CC-BY-NC-4.0 — treated as binding the trained weights (conservative reading) | fine-tuned by CamStack (8 classes); exported to ONNX, OpenVINO IR and CoreML | mirror `vehicleClassification/vehicle-type-v1` |
+
+### Semantic search, image encoders (CLIP)
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `siglip2-b16-224` (default) | [Google SigLIP 2 (google/siglip2-base-patch16-224)](https://huggingface.co/google/siglip2-base-patch16-224) | Apache-2.0 / Apache-2.0 (`Apache-2.0.txt`) | WebLI: Google internal, not released | input scaling y = 2x - 1 baked ahead of the patch embedding; converted to OpenVINO IR and CoreML FP16, an FP32 ONNX hosted as the verification reference (scripts/build-siglip2-model.py) | mirror `clip/siglip2` |
+
+### Semantic search, text encoders (CLIP)
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `siglip2-b16-224-text` | [Google SigLIP 2 (google/siglip2-base-patch16-224)](https://huggingface.co/google/siglip2-base-patch16-224) | Apache-2.0 / Apache-2.0 (`Apache-2.0.txt`) | WebLI: Google internal, not released | input sliced to the model's 64 positions in the graph; ONNX weights FP16, OpenVINO IR and CoreML FP16; a Lowercase normalizer prepended to the Gemma tokenizer (scripts/build-siglip2-model.py) | mirror `clip/siglip2` |
+
+### Segmentation
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `u2netp` (default) | [xuebinqin/U-2-Net](https://github.com/xuebinqin/U-2-Net) | Apache-2.0 / Apache-2.0 (`Apache-2.0.txt`) | DUTS-TR: not checked | converted to ONNX, OpenVINO IR and CoreML | mirror `segmentationRefiner/u2netp` |
+
+### Instance segmentation (dormant step)
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `yolo26n-seg`, `yolo26s-seg`, `yolo26m-seg` | [Ultralytics](https://github.com/ultralytics/ultralytics) | AGPL-3.0 / AGPL-3.0 (`AGPL-3.0.txt`) | COCO 2017: annotations CC-BY-4.0; images under their Flickr owners' terms | exported to ONNX, OpenVINO IR and CoreML | mirror `segmentation/yolo26-seg` |
+
+### Audio
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `yamnet-onnx` (default) | [tensorflow/models research/audioset/yamnet](https://github.com/tensorflow/models/tree/master/research/audioset/yamnet) | Apache-2.0 / Apache-2.0 (`Apache-2.0.txt`) | AudioSet ontology/labels: CC-BY-4.0 (Google LLC) | converted from TensorFlow with tf2onnx; OpenVINO IR derived from it | mirror `audioClassification/yamnet` |
+| `apple-soundanalysis` (default) | [Apple SoundAnalysis (macOS built-in)](https://developer.apple.com/documentation/soundanalysis) | — / LicenseRef-Apple-macOS | — | none | built in, nothing downloaded |
+
+### Language and vision-language models (AI addon)
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `llm-qwen2.5-1.5b-instruct-q4` | [Qwen (Alibaba Cloud)](https://huggingface.co/Qwen) | — / Apache-2.0 (`Apache-2.0.txt`) | — | none (GGUF Q4_K_M published by Qwen; not re-hosted by CamStack) | https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct-GGUF |
+| `llm-llama3.2-3b-instruct-q4` | [Meta Llama 3.2 (GGUF by bartowski)](https://huggingface.co/bartowski/Llama-3.2-3B-Instruct-GGUF) | — / LicenseRef-Llama-3.2-Community (`Llama-3.2-Community.txt`) | — | Q4_K_M GGUF quantisation by bartowski (not re-hosted by CamStack) | https://huggingface.co/bartowski/Llama-3.2-3B-Instruct-GGUF |
+| `llm-qwen3-vl-2b-instruct-q4` | [Qwen3-VL (GGUF by unsloth)](https://huggingface.co/unsloth) | — / Apache-2.0 (`Apache-2.0.txt`) | — | Q4_K_M GGUF quantisation by unsloth (not re-hosted by CamStack) | https://huggingface.co/unsloth/Qwen3-VL-2B-Instruct-GGUF |
+| `llm-qwen3-vl-4b-instruct-q4` | [Qwen3-VL (GGUF by unsloth)](https://huggingface.co/unsloth) | — / Apache-2.0 (`Apache-2.0.txt`) | — | Q4_K_M GGUF quantisation by unsloth (not re-hosted by CamStack) | https://huggingface.co/unsloth/Qwen3-VL-4B-Instruct-GGUF |
+| `llm-qwen3-vl-8b-instruct-q4` | [Qwen3-VL (GGUF by unsloth)](https://huggingface.co/unsloth) | — / Apache-2.0 (`Apache-2.0.txt`) | — | Q4_K_M GGUF quantisation by unsloth (not re-hosted by CamStack) | https://huggingface.co/unsloth/Qwen3-VL-8B-Instruct-GGUF |
+| `llm-qwen3.6-35b-a3b-ud-q4` | [Qwen3.6-35B-A3B (GGUF by unsloth)](https://huggingface.co/unsloth/Qwen3.6-35B-A3B-GGUF) | — / Apache-2.0 (`Apache-2.0.txt`) | — | UD-Q4_K_M GGUF quantisation by unsloth (not re-hosted by CamStack) | https://huggingface.co/unsloth/Qwen3.6-35B-A3B-GGUF |
+
+### Model Studio catalogs (object detection, imported on request)
+
+| Catalog ids | Upstream | Code / weights | Training data | CamStack changes | Downloaded from |
+| --- | --- | --- | --- | --- | --- |
+| `scrypted-yolov9t-relu-320`, `scrypted-yolov9t-relu_test-320`, `scrypted-yolov9s-relu-320`, `scrypted-yolov9s-relu_test-320`, `scrypted-yolov9m-relu-320`, `scrypted-yolov9m-relu_test-320`, `scrypted-yolov9c-relu-320`, `scrypted-yolov9c-relu_test-320`, `scrypted-yolov9t-relu-int8-320`, `scrypted-yolov9t-relu_test-int8-320`, `scrypted-yolov9s-relu-int8-320`, `scrypted-yolov9s-relu_test-int8-320`, `scrypted-yolov9m-relu-int8-320`, `scrypted-yolov9m-relu_test-int8-320`, `scrypted-yolov9c-relu-int8-320`, `scrypted-yolov9c-relu_test-int8-320` | [Scrypted plugin-models (repository tagged MIT, no per-model terms)](https://huggingface.co/scrypted/plugin-models) | GPL-3.0 (`GPL-3.0.txt`) / **Unknown** | not stated by Scrypted: UNKNOWN | none: downloaded as published, at a pinned revision | https://huggingface.co/scrypted/plugin-models |
+| `frigate-mobiledet-edgetpu` | [Google Coral test_data](https://github.com/google-coral/test_data) | Apache-2.0 / Apache-2.0 (`Apache-2.0.txt`) | COCO 2017: annotations CC-BY-4.0; images under their Flickr owners' terms | none | https://github.com/google-coral/test_data |
+
+### Your own models
+
+The Scrypted and Frigate catalogs that Model Studio offers are listed above. A
+model you upload or convert yourself, or pull from your own Frigate+ account,
+keeps whatever licence its author published. CamStack does not change it and
+does not record it.

animalClassification/animal-classifier/README.md

@@ -0,0 +1,16 @@
+<!-- Hand-written 2026-09-26 (plan docs/superpowers/plans/2026-09-26-model-license-compliance.md, Task 2) in camstack/server hf/camstack-models/. Edit it there, not on the Hub. -->
+
+# animalClassification/animal-classifier: EfficientNet-Lite0 animal classifier
+
+| | |
+| --- | --- |
+| Catalog id | `animal-classifier` (bird, cat, cow, deer, dog, horse, sheep, squirrel) |
+| Upstream | timm EfficientNet-Lite0: https://github.com/huggingface/pytorch-image-models |
+| Obtained from | fine-tuned by CamStack (2026-07-19) |
+| Code licence | Apache-2.0 |
+| **Weights licence** | Apache-2.0 ([`LICENSES/Apache-2.0.txt`](../../LICENSES/Apache-2.0.txt)) |
+| Training data | Open Images V7 animal subset. Annotations © Google LLC, licensed under CC BY 4.0 ([`LICENSES/CC-BY-4.0.txt`](../../LICENSES/CC-BY-4.0.txt)); images listed by Google as CC BY 2.0, without warranty. https://storage.googleapis.com/openimages/web/factsfigures_v7.html |
+| CamStack modifications | fine-tuned (8 classes); exported to ONNX, OpenVINO IR and CoreML |
+| Commercial use | permitted (attribution to Open Images required) |
+
+CamStack redistributes the files in this folder; every change from the upstream is stated above. Converting a model does not change its licence. The collection statement is [`LICENSE`](../../LICENSE); every model's attribution is in [`THIRD_PARTY_MODELS.md`](../../THIRD_PARTY_MODELS.md).

animalClassification/animal-classifier/animal-classifier-labels.json

@@ -0,0 +1,35 @@
+{
+  "labels": [
+    "bird",
+    "cat",
+    "cow",
+    "deer",
+    "dog",
+    "horse",
+    "sheep",
+    "squirrel"
+  ],
+  "input_size": 224,
+  "num_classes": 8,
+  "preprocess": {
+    "normalize": "imagenet",
+    "mean": [
+      0.485,
+      0.456,
+      0.406
+    ],
+    "std": [
+      0.229,
+      0.224,
+      0.225
+    ],
+    "channels": "RGB",
+    "layout": "NCHW"
+  },
+  "arch": "efficientnet_lite0",
+  "source": "Open Images V7 animal subset (largest-box crops per image), 8 classes; timm ImageNet1K pretrained, full fine-tune",
+  "dataset": "Open Images V7 (Google)",
+  "license": "dataset: images CC-BY 2.0 + annotations CC-BY 4.0 (permissive, commercial + redistributable with attribution); weights: Apache-2.0 (timm backbone) \u2014 publicly distributable",
+  "output": "logits (apply softmax)",
+  "best_val_acc": 0.8925
+}

animalClassification/animal-classifier/coreml/animal-classifier-labels.json

@@ -0,0 +1,35 @@
+{
+  "labels": [
+    "bird",
+    "cat",
+    "cow",
+    "deer",
+    "dog",
+    "horse",
+    "sheep",
+    "squirrel"
+  ],
+  "input_size": 224,
+  "num_classes": 8,
+  "preprocess": {
+    "normalize": "imagenet",
+    "mean": [
+      0.485,
+      0.456,
+      0.406
+    ],
+    "std": [
+      0.229,
+      0.224,
+      0.225
+    ],
+    "channels": "RGB",
+    "layout": "NCHW"
+  },
+  "arch": "efficientnet_lite0",
+  "source": "Open Images V7 animal subset (largest-box crops per image), 8 classes; timm ImageNet1K pretrained, full fine-tune",
+  "dataset": "Open Images V7 (Google)",
+  "license": "dataset: images CC-BY 2.0 + annotations CC-BY 4.0 (permissive, commercial + redistributable with attribution); weights: Apache-2.0 (timm backbone) \u2014 publicly distributable",
+  "output": "logits (apply softmax)",
+  "best_val_acc": 0.8925
+}

animalClassification/animal-classifier/coreml/animal-classifier.mlpackage/Data/com.apple.CoreML/model.mlmodel

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animalClassification/animal-classifier/coreml/animal-classifier.mlpackage/Manifest.json

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+    "fileFormatVersion": "1.0.0",
+    "itemInfoEntries": {
+        "4DFA6A89-B2BE-4671-8F09-4AEAC1286F4C": {
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+            "description": "CoreML Model Weights",
+            "name": "weights",
+            "path": "com.apple.CoreML/weights"
+        },
+        "9612404F-3A7A-443B-929A-2F320F2FFE12": {
+            "author": "com.apple.CoreML",
+            "description": "CoreML Model Specification",
+            "name": "model.mlmodel",
+            "path": "com.apple.CoreML/model.mlmodel"
+        }
+    },
+    "rootModelIdentifier": "9612404F-3A7A-443B-929A-2F320F2FFE12"
+}

animalClassification/animal-classifier/onnx/animal-classifier-labels.json

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+{
+  "labels": [
+    "bird",
+    "cat",
+    "cow",
+    "deer",
+    "dog",
+    "horse",
+    "sheep",
+    "squirrel"
+  ],
+  "input_size": 224,
+  "num_classes": 8,
+  "preprocess": {
+    "normalize": "imagenet",
+    "mean": [
+      0.485,
+      0.456,
+      0.406
+    ],
+    "std": [
+      0.229,
+      0.224,
+      0.225
+    ],
+    "channels": "RGB",
+    "layout": "NCHW"
+  },
+  "arch": "efficientnet_lite0",
+  "source": "Open Images V7 animal subset (largest-box crops per image), 8 classes; timm ImageNet1K pretrained, full fine-tune",
+  "dataset": "Open Images V7 (Google)",
+  "license": "dataset: images CC-BY 2.0 + annotations CC-BY 4.0 (permissive, commercial + redistributable with attribution); weights: Apache-2.0 (timm backbone) \u2014 publicly distributable",
+  "output": "logits (apply softmax)",
+  "best_val_acc": 0.8925
+}

animalClassification/animal-classifier/onnx/animal-classifier.onnx

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animalClassification/animal-classifier/openvino/animal-classifier-labels.json

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+{
+  "labels": [
+    "bird",
+    "cat",
+    "cow",
+    "deer",
+    "dog",
+    "horse",
+    "sheep",
+    "squirrel"
+  ],
+  "input_size": 224,
+  "num_classes": 8,
+  "preprocess": {
+    "normalize": "imagenet",
+    "mean": [
+      0.485,
+      0.456,
+      0.406
+    ],
+    "std": [
+      0.229,
+      0.224,
+      0.225
+    ],
+    "channels": "RGB",
+    "layout": "NCHW"
+  },
+  "arch": "efficientnet_lite0",
+  "source": "Open Images V7 animal subset (largest-box crops per image), 8 classes; timm ImageNet1K pretrained, full fine-tune",
+  "dataset": "Open Images V7 (Google)",
+  "license": "dataset: images CC-BY 2.0 + annotations CC-BY 4.0 (permissive, commercial + redistributable with attribution); weights: Apache-2.0 (timm backbone) \u2014 publicly distributable",
+  "output": "logits (apply softmax)",
+  "best_val_acc": 0.8925
+}

animalClassification/animal-classifier/openvino/animal-classifier.bin

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animalClassification/bird-classifier/README.md

@@ -0,0 +1,16 @@
+<!-- Hand-written 2026-09-26 (plan docs/superpowers/plans/2026-09-26-model-license-compliance.md, Task 2) in camstack/server hf/camstack-models/. Edit it there, not on the Hub. -->
+
+# animalClassification/bird-classifier: AIY Vision Birds V1 (MobileNetV2), bird classifier
+
+| | |
+| --- | --- |
+| Catalog id | `bird-classifier` (964 species plus background) |
+| Upstream | Google AIY Vision `birds_V1`, published in https://github.com/google-coral/test_data |
+| Obtained from | the TensorFlow model `aiy/vision/classifier/birds_V1` (per the ONNX metadata) |
+| Code licence | Apache-2.0 |
+| **Weights licence** | Apache-2.0 ([`LICENSES/Apache-2.0.txt`](../../LICENSES/Apache-2.0.txt)) |
+| Training data | not stated upstream |
+| CamStack modifications | converted from TensorFlow with tf2onnx; OpenVINO IR and CoreML derived from the ONNX |
+| Commercial use | permitted by Apache-2.0 |
+
+CamStack redistributes the files in this folder; every change from the upstream is stated above. Converting a model does not change its licence. The collection statement is [`LICENSE`](../../LICENSE); every model's attribution is in [`THIRD_PARTY_MODELS.md`](../../THIRD_PARTY_MODELS.md).

animalClassification/bird-classifier/coreml/bird-classifier-labels.json

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+{
+  "labels": [
+    "Haemorhous cassinii",
+    "Aramus guarauna",
+    "Rupornis magnirostris",
+    "Cyanocitta cristata",
+    "Cyanocitta stelleri",
+    "Balearica regulorum",
+    "Pyrocephalus rubinus",
+    "Recurvirostra americana",
+    "Ardeotis kori",
+    "Pica nuttalli",
+    "Perisoreus canadensis",
+    "Antigone canadensis",
+    "Parkesia noveboracensis",
+    "Ardea herodias occidentalis",
+    "Porzana carolina",
+    "Anas platyrhynchos diazi",
+    "Motacilla cinerea",
+    "Empidonax difficilis",
+    "Empidonax minimus",
+    "Empidonax fulvifrons",
+    "Empidonax traillii",
+    "Empidonax hammondii",
+    "Empidonax occidentalis",
+    "Rallus limicola",
+    "Grus grus",
+    "Quiscalus major",
+    "Branta leucopsis",
+    "Cyanocorax yucatanicus",
+    "Cyanocorax yncas",
+    "Oceanites oceanicus",
+    "Quiscalus niger",
+    "Psilorhinus morio",
+    "Megarynchus pitangua",
+    "Gallinula tenebrosa",
+    "Gallus gallus domesticus",
+    "Numida meleagris",
+    "Junco hyemalis caniceps",
+    "Tyrannus vociferans",
+    "Tyrannus tyrannus",
+    "Tyrannus forficatus",
+    "Tyrannus crassirostris",
+    "Tyrannus verticalis",
+    "Tyrannus savana",
+    "Gallirallus australis",
+    "Calocitta formosa",
+    "Calocitta colliei",
+    "Fulica americana",
+    "Pachyramphus aglaiae",
+    "Buteo lagopus",
+    "Cygnus atratus",
+    "Philesturnus rufusater",
+    "Larus marinus",
+    "Pitangus sulphuratus",
+    "Anas rubripes",
+    "Anthus novaeseelandiae novaeseelandiae",
+    "Sayornis phoebe",
+    "Sayornis nigricans",
+    "Tityra semifasciata",
+    "Dryocopus lineatus",
+    "Porphyrio melanotus",
+    "Anas bahamensis",
+    "Egretta novaehollandiae",
+    "Anas crecca carolinensis",
+    "Alectoris chukar",
+    "Tachybaptus dominicus",
+    "Artemisiospiza belli",
+    "Gallus gallus",
+    "Cardinalis sinuatus",
+    "Cardinalis cardinalis",
+    "Melospiza lincolnii",
+    "Podilymbus podiceps",
+    "Melospiza georgiana",
+    "Meleagris gallopavo",
+    "Meleagris ocellata",
+    "Lagopus lagopus",
+    "Spizella atrogularis",
+    "Pyrrhocorax graculus",
+    "Spizella breweri",
+    "Sialia currucoides",
+    "Spizella pusilla",
+    "Anas superciliosa",
+    "Passerella iliaca",
+    "Phoenicopterus ruber",
+    "Sylvia atricapilla",
+    "Vireo bellii",
+    "Vireo plumbeus",
+    "Vireo philadelphicus",
+    "Vireo flavifrons",
+    "Vireo olivaceus",
+    "Zonotrichia querula",
+    "Vireo huttoni",
+    "Zonotrichia albicollis",
+    "Zonotrichia atricapilla",
+    "Emberiza citrinella",
+    "Bucephala islandica",
+    "Emberiza schoeniclus",
+    "Vireo gilvus",
+    "Serinus serinus",
+    "Serinus mozambicus",
+    "Lophura leucomelanos",
+    "Euphonia elegantissima",
+    "Euphonia hirundinacea",
+    "Euphonia affinis",
+    "Agelaius tricolor",
+    "Momotus lessonii",
+    "Zosterops japonicus",
+    "Phalacrocorax pelagicus",
+    "Icterus cucullatus",
+    "Icterus graduacauda",
+    "Motacilla aguimp",
+    "Anas superciliosa \u00d7 platyrhynchos",
+    "Icterus pustulatus",
+    "Icterus gularis",
+    "Carduelis cannabina",
+    "Catharus minimus",
+    "Amaurornis phoenicurus",
+    "Pavo cristatus",
+    "Rallus crepitans",
+    "Nestor meridionalis septentrionalis",
+    "Pipilo chlorurus",
+    "Pipilo maculatus",
+    "Pipilo erythrophthalmus",
+    "Cairina moschata domestica",
+    "Phalacrocorax varius",
+    "Picoides dorsalis",
+    "Picoides nuttallii",
+    "Picoides scalaris",
+    "Callipepla gambelii",
+    "Pyrrhula pyrrhula",
+    "Phalacrocorax brasilianus",
+    "Picoides pubescens",
+    "Colinus virginianus",
+    "Sporophila torqueola",
+    "Picoides villosus",
+    "Calidris pusilla",
+    "Picoides arcticus",
+    "Aythya marila",
+    "Phaethon aethereus",
+    "Sturnella magna",
+    "Melopsittacus undulatus",
+    "Aythya affinis",
+    "Aythya novaeseelandiae",
+    "Cyrtonyx montezumae",
+    "Pelecanus occidentalis",
+    "Cinclus cinclus",
+    "Chen rossii",
+    "Callipepla californica",
+    "Quiscalus quiscula",
+    "Quiscalus mexicanus",
+    "Callipepla squamata",
+    "Dryocopus pileatus",
+    "Passerina caerulea",
+    "Amazilia beryllina",
+    "Geothlypis trichas",
+    "Trogon melanocephalus",
+    "Sylvia communis",
+    "Pinicola enucleator",
+    "Coccothraustes vespertinus",
+    "Coccothraustes coccothraustes",
+    "Vermivora chrysoptera",
+    "Opisthocomus hoazin",
+    "Setophaga coronata coronata",
+    "Diglossa baritula",
+    "Saltator coerulescens",
+    "Saltator atriceps",
+    "Sicalis flaveola",
+    "Aix galericulata",
+    "Junco hyemalis hyemalis",
+    "Eupsittula canicularis",
+    "Microcarbo melanoleucos",
+    "Piranga rubra",
+    "Piranga olivacea",
+    "Piranga flava",
+    "Amphispiza bilineata",
+    "Larus dominicanus",
+    "Piaya cayana",
+    "Aimophila ruficeps",
+    "Melanerpes lewis",
+    "Melanerpes uropygialis",
+    "Passerculus sandwichensis",
+    "Melanerpes pucherani",
+    "Salpinctes obsoletus",
+    "Melanerpes carolinus",
+    "Melanerpes chrysogenys",
+    "Melanerpes formicivorus",
+    "Colaptes auratus",
+    "Basileuterus rufifrons",
+    "Larus michahellis",
+    "Ramphocelus passerinii",
+    "Athene cunicularia",
+    "Branta hutchinsii",
+    "Fringilla montifringilla",
+    "Fringilla coelebs",
+    "Junco hyemalis",
+    "Cuculus canorus",
+    "Junco phaeonotus",
+    "Ammodramus nelsoni",
+    "Ammodramus savannarum",
+    "Ammodramus maritimus",
+    "Coccyzus erythropthalmus",
+    "Coccyzus minor",
+    "Coccyzus americanus",
+    "Nucifraga columbiana",
+    "Crotophaga sulcirostris",
+    "Pooecetes gramineus",
+    "Arremonops rufivirgatus",
+    "Geococcyx californianus",
+    "Geococcyx velox",
+    "Coereba flaveola",
+    "Passerina ciris",
+    "Alectura lathami",
+    "Passerina leclancherii",
+    "Passerina amoena",
+    "Icteria virens",
+    "Crax rubra",
+    "Penelope purpurascens",
+    "Copsychus malabaricus",
+    "Paroaria capitata",
+    "Cyanerpes cyaneus",
+    "Microcarbo melanoleucos brevirostris",
+    "Sphyrapicus thyroideus",
+    "Pheucticus ludovicianus",
+    "Sphyrapicus ruber",
+    "Pheucticus melanocephalus",
+    "Sphyrapicus nuchalis",
+    "Ortalis poliocephala",
+    "Ortalis vetula",
+    "Corvus albus",
+    "Mniotilta varia",
+    "Volatinia jacarina",
+    "Thraupis palmarum",
+    "Momotus mexicanus",
+    "Euphagus cyanocephalus",
+    "Cacatua galerita",
+    "Junco hyemalis oreganus",
+    "Pluvialis fulva",
+    "Molothrus aeneus",
+    "Molothrus ater",
+    "Merops pusillus",
+    "Merops apiaster",
+    "Pteroglossus torquatus",
+    "Loxia curvirostra",
+    "Merops orientalis",
+    "Loxia leucoptera",
+    "Coracias garrulus",
+    "Coracias caudatus",
+    "Coracias benghalensis",
+    "Xanthocephalus xanthocephalus",
+    "Chondestes grammacus",
+    "Dolichonyx oryzivorus",
+    "Pandion haliaetus",
+    "Phainopepla nitens",
+    "Tyrannus couchii",
+    "Phylloscopus collybita",
+    "Circus cyaneus hudsonius",
+    "Grallina cyanoleuca",
+    "Plectrophenax nivalis",
+    "Calamospiza melanocorys",
+    "Regulus calendula",
+    "Regulus ignicapilla",
+    "Regulus regulus",
+    "Regulus satrapa",
+    "Tyrannus melancholicus",
+    "Pelecanus conspicillatus",
+    "Aulacorhynchus prasinus",
+    "Todiramphus sanctus",
+    "Icterus bullockii",
+    "Spiza americana",
+    "Tyrannus dominicensis",
+    "Chlidonias niger",
+    "Oriturus superciliosus",
+    "Psarocolius montezuma",
+    "Turdus pilaris",
+    "Notiomystis cincta",
+    "Sagittarius serpentarius",
+    "Psittacula krameri",
+    "Platycercus eximius",
+    "Protonotaria citrea",
+    "Megaceryle torquata",
+    "Nestor meridionalis",
+    "Amazona viridigenalis",
+    "Amazona albifrons",
+    "Amazona oratrix",
+    "Saxicola rubetra",
+    "Ara militaris",
+    "Spizelloides arborea",
+    "Ceryle rudis",
+    "Chloroceryle aenea",
+    "Chloroceryle amazona",
+    "Myiozetetes similis",
+    "Toxostoma curvirostre",
+    "Megaceryle alcyon",
+    "Eremophila alpestris",
+    "Alisterus scapularis",
+    "Cinnyris jugularis",
+    "Xiphorhynchus flavigaster",
+    "Jacana jacana",
+    "Phalaropus fulicarius",
+    "Streptopelia turtur",
+    "Pica hudsonia",
+    "Corvus cornix",
+    "Myiopsitta monachus",
+    "Streptopelia decaocto",
+    "Piranga ludoviciana",
+    "Ixobrychus exilis",
+    "Auriparus flaviceps",
+    "Geothlypis tolmiei",
+    "Columba livia",
+    "Setophaga citrina",
+    "Setophaga cerulea",
+    "Columba palumbus",
+    "Piranga bidentata",
+    "Patagioenas leucocephala",
+    "Patagioenas fasciata",
+    "Patagioenas flavirostris",
+    "Setophaga discolor",
+    "Chordeiles minor",
+    "Chordeiles acutipennis",
+    "Platalea leucorodia",
+    "Phalaenoptilus nuttallii",
+    "Haemorhous mexicanus",
+    "Haemorhous purpureus",
+    "Nyctidromus albicollis",
+    "Campephilus guatemalensis",
+    "Toxostoma rufum",
+    "Leptotila verreauxi",
+    "Nyctibius jamaicensis",
+    "Anas penelope",
+    "Buteo plagiatus",
+    "Selasphorus calliope",
+    "Megascops kennicottii",
+    "Porphyrio poliocephalus",
+    "Megascops asio",
+    "Zenaida auriculata",
+    "Hymenolaimus malacorhynchos",
+    "Setophaga caerulescens",
+    "Camptostoma imberbe",
+    "Caracara plancus",
+    "Columbina passerina",
+    "Eupsittula nana",
+    "Nestor notabilis",
+    "Columbina talpacoti",
+    "Geopelia striata",
+    "Athene noctua",
+    "Crotophaga ani",
+    "Sialia sialis",
+    "Platalea alba",
+    "Bubo virginianus",
+    "Petrochelidon fulva",
+    "Progne subis",
+    "Setophaga coronata auduboni",
+    "Hirundo neoxena",
+    "Hirundo rustica",
+    "Calidris virgata",
+    "Calidris pugnax",
+    "Platalea regia",
+    "Tachycineta thalassina",
+    "Bostrychia hagedash",
+    "Riparia riparia",
+    "Eudocimus albus",
+    "Plegadis falcinellus",
+    "Plegadis chihi",
+    "Corvus corax",
+    "Stelgidopteryx serripennis",
+    "Sula dactylatra",
+    "Sula sula",
+    "Sula leucogaster",
+    "Morus serrator",
+    "Eudyptula minor",
+    "Megadyptes antipodes",
+    "Scopus umbretta",
+    "Troglodytes troglodytes",
+    "Calidris canutus",
+    "Lanius collurio",
+    "Calidris bairdii",
+    "Meleagris gallopavo intermedia",
+    "Calidris mauri",
+    "Calidris maritima",
+    "Calidris alpina",
+    "Calidris ferruginea",
+    "Calidris melanotos",
+    "Limnodromus griseus",
+    "Malurus cyaneus",
+    "Tringa nebularia",
+    "Todiramphus sanctus vagans",
+    "Tringa ochropus",
+    "Tringa glareola",
+    "Tringa melanoleuca",
+    "Tringa flavipes",
+    "Numenius arquata",
+    "Numenius phaeopus",
+    "Phalacrocorax carbo novaehollandiae",
+    "Petroica macrocephala macrocephala",
+    "Petroica australis longipes",
+    "Prosthemadera novaeseelandiae novaeseelandiae",
+    "Asio flammeus",
+    "Rhipidura fuliginosa fuliginosa",
+    "Scolopax minor",
+    "Arenaria interpres",
+    "Arenaria melanocephala",
+    "Rhipidura fuliginosa placabilis",
+    "Limosa limosa",
+    "Limosa haemastica",
+    "Limosa fedoa",
+    "Phalaropus lobatus",
+    "Bartramia longicauda",
+    "Limosa lapponica",
+    "Aegolius acadicus",
+    "Actitis hypoleucos",
+    "Trichoglossus haematodus",
+    "Surnia ulula",
+    "Polioptila caerulea",
+    "Spizella passerina",
+    "Pycnonotus jocosus",
+    "Passerina cyanea",
+    "Passerina versicolor",
+    "Manorina melanocephala",
+    "Ocyphaps lophotes",
+    "Jabiru mycteria",
+    "Pycnonotus cafer",
+    "Anser cygnoides domesticus",
+    "Picus viridis",
+    "Phoebastria nigripes",
+    "Struthio camelus",
+    "Phoebastria immutabilis",
+    "Fulmarus glacialis",
+    "Francolinus pondicerianus",
+    "Cynanthus latirostris",
+    "Podiceps nigricollis",
+    "Podiceps cristatus",
+    "Podiceps auritus",
+    "Dendrocopos major",
+    "Podiceps grisegena",
+    "Tachybaptus ruficollis",
+    "Charadrius montanus",
+    "Phalacrocorax auritus",
+    "Phalacrocorax carbo",
+    "Phalacrocorax penicillatus",
+    "Aechmophorus clarkii",
+    "Pelecanus onocrotalus",
+    "Pelecanus erythrorhynchos",
+    "Zenaida macroura",
+    "Vanellus miles",
+    "Larus occidentalis",
+    "Trogon massena",
+    "Larus thayeri",
+    "Larus heermanni",
+    "Larus livens",
+    "Larus canus",
+    "Larus glaucoides",
+    "Larus delawarensis",
+    "Trogon collaris",
+    "Zenaida asiatica",
+    "Larus fuscus",
+    "Larus californicus",
+    "Prosthemadera novaeseelandiae",
+    "Trogon elegans",
+    "Larus glaucescens",
+    "Trogon citreolus",
+    "Cepphus columba",
+    "Himantopus leucocephalus",
+    "Cepphus grylle",
+    "Anthornis melanura",
+    "Leptoptilos crumenifer",
+    "Threskiornis moluccus",
+    "Thraupis episcopus",
+    "Geranoaetus albicaudatus",
+    "Sterna paradisaea",
+    "Sterna hirundo",
+    "Sterna forsteri",
+    "Lanius excubitor",
+    "Pharomachrus mocinno",
+    "Sterna striata",
+    "Stercorarius parasiticus",
+    "Stercorarius pomarinus",
+    "Anas gracilis",
+    "Rissa tridactyla",
+    "Rynchops niger",
+    "Alca torda",
+    "Fratercula arctica",
+    "Fratercula cirrhata",
+    "Turdus merula",
+    "Turdus plumbeus",
+    "Turdus grayi",
+    "Turdus migratorius",
+    "Turdus viscivorus",
+    "Cerorhinca monocerata",
+    "Turdus philomelos",
+    "Galbula ruficauda",
+    "Jacana spinosa",
+    "Saxicola rubicola",
+    "Upupa epops",
+    "Euphagus carolinus",
+    "Gavia pacifica",
+    "Mimus gilvus",
+    "Passer italiae",
+    "Gavia immer",
+    "Gavia stellata",
+    "Oenanthe oenanthe",
+    "Fregata magnificens",
+    "Fregata minor",
+    "Falco subbuteo",
+    "Falco mexicanus",
+    "Falco femoralis",
+    "Falco peregrinus",
+    "Falco rufigularis",
+    "Falco sparverius",
+    "Strix varia",
+    "Falco columbarius",
+    "Gallinula chloropus",
+    "Cardellina pusilla",
+    "Catharus ustulatus",
+    "Falco novaeseelandiae",
+    "Catharus guttatus",
+    "Catharus fuscescens",
+    "Caracara cheriway",
+    "Herpetotheres cachinnans",
+    "Calcarius lapponicus",
+    "Milvago chimachima",
+    "Ciconia ciconia",
+    "Mycteria americana",
+    "Mycteria ibis",
+    "Sialia mexicana",
+    "Ephippiorhynchus senegalensis",
+    "Cathartes aura",
+    "Myadestes townsendi",
+    "Cathartes burrovianus",
+    "Sarcoramphus papa",
+    "Coragyps atratus",
+    "Strix nebulosa",
+    "Anastomus lamelligerus",
+    "Pluvialis squatarola",
+    "Gymnogyps californianus",
+    "Muscicapa striata",
+    "Charadrius vociferus",
+    "Charadrius wilsonia",
+    "Charadrius melodus",
+    "Phoenicurus phoenicurus",
+    "Phoenicurus ochruros",
+    "Charadrius dubius",
+    "Eumomota superciliosa",
+    "Anas querquedula",
+    "Himantopus mexicanus",
+    "Haematopus bachmani",
+    "Pica pica",
+    "Haematopus ostralegus",
+    "Haematopus unicolor",
+    "Vanellus vanellus",
+    "Vanellus spinosus",
+    "Vanellus armatus",
+    "Luscinia svecica",
+    "Columbina inca",
+    "Recurvirostra avosetta",
+    "Phasianus colchicus",
+    "Pluvialis dominica",
+    "Cinclus mexicanus",
+    "Erithacus rubecula",
+    "Melanerpes aurifrons",
+    "Charadrius hiaticula",
+    "Egretta gularis",
+    "Egretta caerulea",
+    "Egretta tricolor",
+    "Egretta thula",
+    "Egretta garzetta",
+    "Egretta sacra",
+    "Monticola solitarius",
+    "Ardea cocoi",
+    "Ardea cinerea",
+    "Ardea herodias",
+    "Nycticorax nycticorax",
+    "Turdus rufopalliatus",
+    "Ardeola ralloides",
+    "Nyctanassa violacea",
+    "Aramides cajaneus",
+    "Bubulcus ibis",
+    "Butorides virescens",
+    "Porphyrio martinicus",
+    "Botaurus lentiginosus",
+    "Cochlearius cochlearius",
+    "Anhinga novaehollandiae",
+    "Anhinga rufa",
+    "Melozone fusca",
+    "Aquila chrysaetos",
+    "Hylocichla mustelina",
+    "Aphelocoma wollweberi",
+    "Accipiter striatus",
+    "Accipiter nisus",
+    "Accipiter gentilis",
+    "Egretta rufescens",
+    "Bucephala clangula",
+    "Anous stolidus",
+    "Actitis macularius",
+    "Ardea purpurea",
+    "Todiramphus chloris",
+    "Grus americana",
+    "Himantopus himantopus",
+    "Glaucidium gnoma",
+    "Circus approximans",
+    "Circus aeruginosus",
+    "Phalacrocorax sulcirostris",
+    "Buteo albonotatus",
+    "Butorides striata",
+    "Platalea ajaja",
+    "Buteo brachyurus",
+    "Ardea alba",
+    "Buteo swainsoni",
+    "Alectoris rufa",
+    "Buteo lineatus",
+    "Buteo jamaicensis",
+    "Charadrius nivosus",
+    "Tringa incana",
+    "Tringa semipalmata",
+    "Terathopius ecaudatus",
+    "Gallinago delicata",
+    "Buteogallus anthracinus",
+    "Chroicocephalus philadelphia",
+    "Circaetus gallicus",
+    "Chroicocephalus novaehollandiae",
+    "Chroicocephalus ridibundus",
+    "Leucophaeus atricilla",
+    "Leucophaeus pipixcan",
+    "Onychoprion fuscatus",
+    "Sternula antillarum",
+    "Hydroprogne caspia",
+    "Thalasseus maximus",
+    "Thalasseus bergii",
+    "Elanus leucurus",
+    "Alopochen aegyptiaca",
+    "Streptopelia senegalensis",
+    "Gerygone igata",
+    "Haliaeetus leucocephalus",
+    "Cistothorus platensis",
+    "Haliaeetus vocifer",
+    "Bubo scandiacus",
+    "Ciccaba virgata",
+    "Bonasa umbellus",
+    "Busarellus nigricollis",
+    "Rostrhamus sociabilis",
+    "Milvus milvus",
+    "Gyps fulvus",
+    "Ficedula hypoleuca",
+    "Momotus coeruliceps",
+    "Charadrius semipalmatus",
+    "Haliastur indus",
+    "Gyps africanus",
+    "Ictinia mississippiensis",
+    "Dives dives",
+    "Baeolophus atricristatus",
+    "Baeolophus bicolor",
+    "Baeolophus inornatus",
+    "Melospiza melodia",
+    "Spinus spinus",
+    "Motacilla alba",
+    "Certhia americana",
+    "Bucorvus leadbeateri",
+    "Anthus pratensis",
+    "Anthus rubescens",
+    "Tachycineta albilinea",
+    "Poecile carolinensis",
+    "Poecile atricapillus",
+    "Poecile gambeli",
+    "Poecile rufescens",
+    "Periparus ater",
+    "Chlorophanes spiza",
+    "Estrilda astrild",
+    "Cyanistes caeruleus",
+    "Sphyrapicus varius",
+    "Petrochelidon pyrrhonota",
+    "Troglodytes pacificus",
+    "Troglodytes hiemalis",
+    "Passer montanus",
+    "Passer domesticus",
+    "Aphelocoma californica",
+    "Amazilia yucatanensis",
+    "Amazilia tzacatl",
+    "Dicrurus adsimilis",
+    "Amazilia violiceps",
+    "Lonchura punctulata",
+    "Tigrisoma mexicanum",
+    "Porphyrio melanotus melanotus",
+    "Melanitta americana",
+    "Spizella pallida",
+    "Amazilia rutila",
+    "Zenaida aurita",
+    "Prunella modularis",
+    "Falco tinnunculus",
+    "Ixoreus naevius",
+    "Archilochus colubris",
+    "Lampornis clemenciae",
+    "Myiarchus tuberculifer",
+    "Setophaga ruticilla",
+    "Myiarchus tyrannulus",
+    "Zosterops lateralis",
+    "Zonotrichia leucophrys",
+    "Agelaius phoeniceus",
+    "Parus major",
+    "Zonotrichia capensis",
+    "Oreothlypis peregrina",
+    "Oreothlypis celata",
+    "Oreothlypis ruficapilla",
+    "Geothlypis philadelphia",
+    "Geothlypis formosa",
+    "Setophaga tigrina",
+    "Setophaga americana",
+    "Setophaga magnolia",
+    "Setophaga castanea",
+    "Setophaga fusca",
+    "Setophaga petechia",
+    "Setophaga striata",
+    "Setophaga palmarum",
+    "Setophaga pinus",
+    "Setophaga coronata",
+    "Setophaga dominica",
+    "Campylopterus hemileucurus",
+    "Vireo cassinii",
+    "Setophaga nigrescens",
+    "Setophaga townsendi",
+    "Setophaga occidentalis",
+    "Setophaga chrysoparia",
+    "Setophaga virens",
+    "Cardellina canadensis",
+    "Cardellina rubra",
+    "Aphelocoma coerulescens",
+    "Melanerpes erythrocephalus",
+    "Emberiza calandra",
+    "Acanthis flammea",
+    "Spinus pinus",
+    "Thraupis abbas",
+    "Spinus psaltria",
+    "Spinus lawrencei",
+    "Spinus tristis",
+    "Threskiornis aethiopicus",
+    "Gygis alba",
+    "Tachycineta bicolor",
+    "Larus dominicanus dominicanus",
+    "Lonchura oryzivora",
+    "Haematopus palliatus",
+    "Chloris chloris",
+    "Accipiter cooperii",
+    "Vireo solitarius",
+    "Selasphorus platycercus",
+    "Chroicocephalus scopulinus",
+    "Aechmophorus occidentalis",
+    "Hemiphaga novaeseelandiae",
+    "Xema sabini",
+    "Ramphastos sulfuratus",
+    "Dacelo novaeguineae",
+    "Fulica atra",
+    "Hirundo rustica erythrogaster",
+    "Calypte costae",
+    "Calypte anna",
+    "Colaptes auratus cafer",
+    "Sula nebouxii",
+    "Copsychus saularis",
+    "Selasphorus sasin",
+    "Selasphorus rufus",
+    "Calothorax lucifer",
+    "Pycnonotus barbatus",
+    "Larus glaucescens \u00d7 occidentalis",
+    "Aphelocoma woodhouseii",
+    "Florisuga mellivora",
+    "Haematopus finschi",
+    "Falcipennis canadensis",
+    "Archilochus alexandri",
+    "Circus cyaneus",
+    "Ardea alba modesta",
+    "Myiarchus crinitus",
+    "Buteo regalis",
+    "Aeronautes saxatalis",
+    "Chaetura vauxi",
+    "Chaetura pelagica",
+    "Setophaga pensylvanica",
+    "Lanius ludovicianus",
+    "Anhinga anhinga",
+    "Acridotheres tristis",
+    "Sitta pygmaea",
+    "Actophilornis africanus",
+    "Sitta canadensis",
+    "Sitta europaea",
+    "Sitta pusilla",
+    "Apus apus",
+    "Sturnus vulgaris",
+    "Seiurus aurocapilla",
+    "Motacilla flava",
+    "Vireo griseus",
+    "Toxostoma longirostre",
+    "Calidris alba",
+    "Toxostoma redivivum",
+    "Gallinula galeata",
+    "Calidris himantopus",
+    "Eugenes fulgens",
+    "Icterus wagleri",
+    "Icterus parisorum",
+    "Buteo platypterus",
+    "Gallinago gallinago",
+    "Icterus spurius",
+    "Calidris minutilla",
+    "Dumetella carolinensis",
+    "Porphyrio hochstetteri",
+    "Calidris fuscicollis",
+    "Phalaropus tricolor",
+    "Colaptes auratus auratus",
+    "Melanotis caerulescens",
+    "Tiaris olivaceus",
+    "Oreoscoptes montanus",
+    "Limnodromus scolopaceus",
+    "Tringa solitaria",
+    "Sitta carolinensis",
+    "Tringa totanus",
+    "Dendrocygna autumnalis",
+    "Dendrocygna viduata",
+    "Dendrocygna bicolor",
+    "Icterus abeillei",
+    "Vanellus chilensis",
+    "Cygnus buccinator",
+    "Cygnus cygnus",
+    "Cygnus columbianus",
+    "Cygnus olor",
+    "Icterus galbula",
+    "Anas platyrhynchos",
+    "Anas acuta",
+    "Anas crecca",
+    "Anas cyanoptera",
+    "Anas fulvigula",
+    "Anas discors",
+    "Anas strepera",
+    "Anas clypeata",
+    "Anas chlorotis",
+    "Rhipidura leucophrys",
+    "Anas americana",
+    "Bucephala albeola",
+    "Mergus serrator",
+    "Mergus merganser",
+    "Anser anser",
+    "Anser albifrons",
+    "Somateria mollissima",
+    "Rallus obsoletus",
+    "Platycercus elegans",
+    "Melanitta fusca",
+    "Milvus migrans",
+    "Gelochelidon nilotica",
+    "Ninox novaeseelandiae novaeseelandiae",
+    "Melanitta perspicillata",
+    "Aythya collaris",
+    "Aythya ferina",
+    "Aythya fuligula",
+    "Numenius americanus",
+    "Chen caerulescens",
+    "Chamaea fasciata",
+    "Branta canadensis",
+    "Thalasseus elegans",
+    "Branta sandvicensis",
+    "Aythya americana",
+    "Aix sponsa",
+    "Lophodytes cucullatus",
+    "Histrionicus histrionicus",
+    "Aratinga nenday",
+    "Psittacara holochlorus",
+    "Cairina moschata",
+    "Netta rufina",
+    "Psittacara erythrogenys",
+    "Sayornis saya",
+    "Aythya valisineria",
+    "Picoides albolarvatus",
+    "Vermivora cyanoptera",
+    "Corvus caurinus",
+    "Asio otus",
+    "Corvus brachyrhynchos",
+    "Clangula hyemalis",
+    "Chenonetta jubata",
+    "Thalasseus sandvicensis",
+    "Eolophus roseicapilla",
+    "Colaptes rubiginosus",
+    "Meleagris gallopavo silvestris",
+    "Ptiliogonys cinereus",
+    "Elanoides forficatus",
+    "Carduelis carduelis",
+    "Cassiculus melanicterus",
+    "Dendragapus fuliginosus",
+    "Psaltriparus minimus",
+    "Aegithalos caudatus",
+    "Zosterops lateralis lateralis",
+    "Haliaeetus leucogaster",
+    "Uria aalge",
+    "Tringa semipalmata inornatus",
+    "Alauda arvensis",
+    "Galerida cristata",
+    "Delichon urbicum",
+    "Helmitheros vermivorum",
+    "Hylocharis leucotis",
+    "Mimus polyglottos",
+    "Gymnorhina tibicen",
+    "Alcedo atthis",
+    "Streptopelia chinensis",
+    "Bombycilla cedrorum",
+    "Bombycilla garrulus",
+    "Tadorna tadorna",
+    "Petroica australis australis",
+    "Amazona autumnalis",
+    "Dendragapus obscurus",
+    "Catherpes mexicanus",
+    "Tadorna ferruginea",
+    "Campylorhynchus brunneicapillus",
+    "Campylorhynchus rufinucha",
+    "Rhipidura fuliginosa",
+    "Polioptila melanura",
+    "Pelecanus occidentalis carolinensis",
+    "Melozone aberti",
+    "Melozone crissalis",
+    "Thryothorus ludovicianus",
+    "Parabuteo unicinctus",
+    "Anas platyrhynchos domesticus",
+    "Troglodytes aedon",
+    "Buteo lineatus elegans",
+    "Thamnophilus doliatus",
+    "Thryomanes bewickii",
+    "Tadorna variegata",
+    "Myioborus miniatus",
+    "Phalacrocorax varius varius",
+    "Myioborus pictus",
+    "Larus argentatus smithsonianus",
+    "Parkesia motacilla",
+    "Sula granti",
+    "Ara macao",
+    "Peucaea ruficauda",
+    "Calidris subruficollis",
+    "Phoenicopterus roseus",
+    "Morus bassanus",
+    "Pelecanus occidentalis californicus",
+    "Glaucidium brasilianum",
+    "Oxyura jamaicensis",
+    "Myiarchus cinerascens",
+    "Chloroceryle americana",
+    "Sturnella neglecta",
+    "Ramphastos ambiguus",
+    "Paroaria coronata",
+    "Buteo buteo",
+    "Myiodynastes luteiventris",
+    "Contopus sordidulus",
+    "Corvus corone",
+    "Cyanoramphus novaezelandiae",
+    "Contopus virens",
+    "Contopus pertinax",
+    "Contopus cooperi",
+    "Larus argentatus",
+    "Halcyon smyrnensis",
+    "Onychognathus morio",
+    "Cyanocompsa parellina",
+    "Cistothorus palustris",
+    "Tyto alba",
+    "Trogon caligatus",
+    "Corvus monedula",
+    "Corvus ossifragus",
+    "Spheniscus demersus",
+    "Corvus frugilegus",
+    "Corvus splendens",
+    "Branta bernicla",
+    "Larus hyperboreus",
+    "Columba livia domestica",
+    "Garrulus glandarius",
+    "Anser anser domesticus",
+    "Mitrephanes phaeocercus",
+    "Ardenna creatopus",
+    "Ardenna gravis",
+    "background"
+  ],
+  "input_size": 224,
+  "num_classes": 965,
+  "preprocess": {
+    "normalize": "none",
+    "scale": [
+      0.00392156862745098
+    ],
+    "channels": "RGB",
+    "layout": "NHWC"
+  },
+  "arch": "mobilenet_v2",
+  "source": "Google AIY Vision Classifier Birds V1 (aiy/vision/classifier/birds_V1) \u2014 MobileNetV2 trained on iNaturalist community photos; obtained via Kaggle Models google/aiy/tensorFlow1/vision-classifier-birds-v1",
+  "license": "Apache-2.0",
+  "output": "probabilities (softmax ALREADY applied in-graph \u2014 do NOT re-softmax)",
+  "background_class_index": 964,
+  "notes": "Class index == label id. Index 964 is 'background'. Names are scientific (Latin) species names."
+}

animalClassification/bird-classifier/coreml/bird-classifier.mlpackage/Data/com.apple.CoreML/model.mlmodel

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animalClassification/bird-classifier/coreml/bird-classifier.mlpackage/Manifest.json

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+{
+    "fileFormatVersion": "1.0.0",
+    "itemInfoEntries": {
+        "1FAB0EFD-D8C5-44C6-BB17-F5614F726A22": {
+            "author": "com.apple.CoreML",
+            "description": "CoreML Model Specification",
+            "name": "model.mlmodel",
+            "path": "com.apple.CoreML/model.mlmodel"
+        },
+        "8E869B1B-F744-4AB3-B97D-10880EE221C1": {
+            "author": "com.apple.CoreML",
+            "description": "CoreML Model Weights",
+            "name": "weights",
+            "path": "com.apple.CoreML/weights"
+        }
+    },
+    "rootModelIdentifier": "1FAB0EFD-D8C5-44C6-BB17-F5614F726A22"
+}

animalClassification/bird-classifier/onnx/bird-classifier-labels.json

@@ -0,0 +1,985 @@
+{
+  "labels": [
+    "Haemorhous cassinii",
+    "Aramus guarauna",
+    "Rupornis magnirostris",
+    "Cyanocitta cristata",
+    "Cyanocitta stelleri",
+    "Balearica regulorum",
+    "Pyrocephalus rubinus",
+    "Recurvirostra americana",
+    "Ardeotis kori",
+    "Pica nuttalli",
+    "Perisoreus canadensis",
+    "Antigone canadensis",
+    "Parkesia noveboracensis",
+    "Ardea herodias occidentalis",
+    "Porzana carolina",
+    "Anas platyrhynchos diazi",
+    "Motacilla cinerea",
+    "Empidonax difficilis",
+    "Empidonax minimus",
+    "Empidonax fulvifrons",
+    "Empidonax traillii",
+    "Empidonax hammondii",
+    "Empidonax occidentalis",
+    "Rallus limicola",
+    "Grus grus",
+    "Quiscalus major",
+    "Branta leucopsis",
+    "Cyanocorax yucatanicus",
+    "Cyanocorax yncas",
+    "Oceanites oceanicus",
+    "Quiscalus niger",
+    "Psilorhinus morio",
+    "Megarynchus pitangua",
+    "Gallinula tenebrosa",
+    "Gallus gallus domesticus",
+    "Numida meleagris",
+    "Junco hyemalis caniceps",
+    "Tyrannus vociferans",
+    "Tyrannus tyrannus",
+    "Tyrannus forficatus",
+    "Tyrannus crassirostris",
+    "Tyrannus verticalis",
+    "Tyrannus savana",
+    "Gallirallus australis",
+    "Calocitta formosa",
+    "Calocitta colliei",
+    "Fulica americana",
+    "Pachyramphus aglaiae",
+    "Buteo lagopus",
+    "Cygnus atratus",
+    "Philesturnus rufusater",
+    "Larus marinus",
+    "Pitangus sulphuratus",
+    "Anas rubripes",
+    "Anthus novaeseelandiae novaeseelandiae",
+    "Sayornis phoebe",
+    "Sayornis nigricans",
+    "Tityra semifasciata",
+    "Dryocopus lineatus",
+    "Porphyrio melanotus",
+    "Anas bahamensis",
+    "Egretta novaehollandiae",
+    "Anas crecca carolinensis",
+    "Alectoris chukar",
+    "Tachybaptus dominicus",
+    "Artemisiospiza belli",
+    "Gallus gallus",
+    "Cardinalis sinuatus",
+    "Cardinalis cardinalis",
+    "Melospiza lincolnii",
+    "Podilymbus podiceps",
+    "Melospiza georgiana",
+    "Meleagris gallopavo",
+    "Meleagris ocellata",
+    "Lagopus lagopus",
+    "Spizella atrogularis",
+    "Pyrrhocorax graculus",
+    "Spizella breweri",
+    "Sialia currucoides",
+    "Spizella pusilla",
+    "Anas superciliosa",
+    "Passerella iliaca",
+    "Phoenicopterus ruber",
+    "Sylvia atricapilla",
+    "Vireo bellii",
+    "Vireo plumbeus",
+    "Vireo philadelphicus",
+    "Vireo flavifrons",
+    "Vireo olivaceus",
+    "Zonotrichia querula",
+    "Vireo huttoni",
+    "Zonotrichia albicollis",
+    "Zonotrichia atricapilla",
+    "Emberiza citrinella",
+    "Bucephala islandica",
+    "Emberiza schoeniclus",
+    "Vireo gilvus",
+    "Serinus serinus",
+    "Serinus mozambicus",
+    "Lophura leucomelanos",
+    "Euphonia elegantissima",
+    "Euphonia hirundinacea",
+    "Euphonia affinis",
+    "Agelaius tricolor",
+    "Momotus lessonii",
+    "Zosterops japonicus",
+    "Phalacrocorax pelagicus",
+    "Icterus cucullatus",
+    "Icterus graduacauda",
+    "Motacilla aguimp",
+    "Anas superciliosa \u00d7 platyrhynchos",
+    "Icterus pustulatus",
+    "Icterus gularis",
+    "Carduelis cannabina",
+    "Catharus minimus",
+    "Amaurornis phoenicurus",
+    "Pavo cristatus",
+    "Rallus crepitans",
+    "Nestor meridionalis septentrionalis",
+    "Pipilo chlorurus",
+    "Pipilo maculatus",
+    "Pipilo erythrophthalmus",
+    "Cairina moschata domestica",
+    "Phalacrocorax varius",
+    "Picoides dorsalis",
+    "Picoides nuttallii",
+    "Picoides scalaris",
+    "Callipepla gambelii",
+    "Pyrrhula pyrrhula",
+    "Phalacrocorax brasilianus",
+    "Picoides pubescens",
+    "Colinus virginianus",
+    "Sporophila torqueola",
+    "Picoides villosus",
+    "Calidris pusilla",
+    "Picoides arcticus",
+    "Aythya marila",
+    "Phaethon aethereus",
+    "Sturnella magna",
+    "Melopsittacus undulatus",
+    "Aythya affinis",
+    "Aythya novaeseelandiae",
+    "Cyrtonyx montezumae",
+    "Pelecanus occidentalis",
+    "Cinclus cinclus",
+    "Chen rossii",
+    "Callipepla californica",
+    "Quiscalus quiscula",
+    "Quiscalus mexicanus",
+    "Callipepla squamata",
+    "Dryocopus pileatus",
+    "Passerina caerulea",
+    "Amazilia beryllina",
+    "Geothlypis trichas",
+    "Trogon melanocephalus",
+    "Sylvia communis",
+    "Pinicola enucleator",
+    "Coccothraustes vespertinus",
+    "Coccothraustes coccothraustes",
+    "Vermivora chrysoptera",
+    "Opisthocomus hoazin",
+    "Setophaga coronata coronata",
+    "Diglossa baritula",
+    "Saltator coerulescens",
+    "Saltator atriceps",
+    "Sicalis flaveola",
+    "Aix galericulata",
+    "Junco hyemalis hyemalis",
+    "Eupsittula canicularis",
+    "Microcarbo melanoleucos",
+    "Piranga rubra",
+    "Piranga olivacea",
+    "Piranga flava",
+    "Amphispiza bilineata",
+    "Larus dominicanus",
+    "Piaya cayana",
+    "Aimophila ruficeps",
+    "Melanerpes lewis",
+    "Melanerpes uropygialis",
+    "Passerculus sandwichensis",
+    "Melanerpes pucherani",
+    "Salpinctes obsoletus",
+    "Melanerpes carolinus",
+    "Melanerpes chrysogenys",
+    "Melanerpes formicivorus",
+    "Colaptes auratus",
+    "Basileuterus rufifrons",
+    "Larus michahellis",
+    "Ramphocelus passerinii",
+    "Athene cunicularia",
+    "Branta hutchinsii",
+    "Fringilla montifringilla",
+    "Fringilla coelebs",
+    "Junco hyemalis",
+    "Cuculus canorus",
+    "Junco phaeonotus",
+    "Ammodramus nelsoni",
+    "Ammodramus savannarum",
+    "Ammodramus maritimus",
+    "Coccyzus erythropthalmus",
+    "Coccyzus minor",
+    "Coccyzus americanus",
+    "Nucifraga columbiana",
+    "Crotophaga sulcirostris",
+    "Pooecetes gramineus",
+    "Arremonops rufivirgatus",
+    "Geococcyx californianus",
+    "Geococcyx velox",
+    "Coereba flaveola",
+    "Passerina ciris",
+    "Alectura lathami",
+    "Passerina leclancherii",
+    "Passerina amoena",
+    "Icteria virens",
+    "Crax rubra",
+    "Penelope purpurascens",
+    "Copsychus malabaricus",
+    "Paroaria capitata",
+    "Cyanerpes cyaneus",
+    "Microcarbo melanoleucos brevirostris",
+    "Sphyrapicus thyroideus",
+    "Pheucticus ludovicianus",
+    "Sphyrapicus ruber",
+    "Pheucticus melanocephalus",
+    "Sphyrapicus nuchalis",
+    "Ortalis poliocephala",
+    "Ortalis vetula",
+    "Corvus albus",
+    "Mniotilta varia",
+    "Volatinia jacarina",
+    "Thraupis palmarum",
+    "Momotus mexicanus",
+    "Euphagus cyanocephalus",
+    "Cacatua galerita",
+    "Junco hyemalis oreganus",
+    "Pluvialis fulva",
+    "Molothrus aeneus",
+    "Molothrus ater",
+    "Merops pusillus",
+    "Merops apiaster",
+    "Pteroglossus torquatus",
+    "Loxia curvirostra",
+    "Merops orientalis",
+    "Loxia leucoptera",
+    "Coracias garrulus",
+    "Coracias caudatus",
+    "Coracias benghalensis",
+    "Xanthocephalus xanthocephalus",
+    "Chondestes grammacus",
+    "Dolichonyx oryzivorus",
+    "Pandion haliaetus",
+    "Phainopepla nitens",
+    "Tyrannus couchii",
+    "Phylloscopus collybita",
+    "Circus cyaneus hudsonius",
+    "Grallina cyanoleuca",
+    "Plectrophenax nivalis",
+    "Calamospiza melanocorys",
+    "Regulus calendula",
+    "Regulus ignicapilla",
+    "Regulus regulus",
+    "Regulus satrapa",
+    "Tyrannus melancholicus",
+    "Pelecanus conspicillatus",
+    "Aulacorhynchus prasinus",
+    "Todiramphus sanctus",
+    "Icterus bullockii",
+    "Spiza americana",
+    "Tyrannus dominicensis",
+    "Chlidonias niger",
+    "Oriturus superciliosus",
+    "Psarocolius montezuma",
+    "Turdus pilaris",
+    "Notiomystis cincta",
+    "Sagittarius serpentarius",
+    "Psittacula krameri",
+    "Platycercus eximius",
+    "Protonotaria citrea",
+    "Megaceryle torquata",
+    "Nestor meridionalis",
+    "Amazona viridigenalis",
+    "Amazona albifrons",
+    "Amazona oratrix",
+    "Saxicola rubetra",
+    "Ara militaris",
+    "Spizelloides arborea",
+    "Ceryle rudis",
+    "Chloroceryle aenea",
+    "Chloroceryle amazona",
+    "Myiozetetes similis",
+    "Toxostoma curvirostre",
+    "Megaceryle alcyon",
+    "Eremophila alpestris",
+    "Alisterus scapularis",
+    "Cinnyris jugularis",
+    "Xiphorhynchus flavigaster",
+    "Jacana jacana",
+    "Phalaropus fulicarius",
+    "Streptopelia turtur",
+    "Pica hudsonia",
+    "Corvus cornix",
+    "Myiopsitta monachus",
+    "Streptopelia decaocto",
+    "Piranga ludoviciana",
+    "Ixobrychus exilis",
+    "Auriparus flaviceps",
+    "Geothlypis tolmiei",
+    "Columba livia",
+    "Setophaga citrina",
+    "Setophaga cerulea",
+    "Columba palumbus",
+    "Piranga bidentata",
+    "Patagioenas leucocephala",
+    "Patagioenas fasciata",
+    "Patagioenas flavirostris",
+    "Setophaga discolor",
+    "Chordeiles minor",
+    "Chordeiles acutipennis",
+    "Platalea leucorodia",
+    "Phalaenoptilus nuttallii",
+    "Haemorhous mexicanus",
+    "Haemorhous purpureus",
+    "Nyctidromus albicollis",
+    "Campephilus guatemalensis",
+    "Toxostoma rufum",
+    "Leptotila verreauxi",
+    "Nyctibius jamaicensis",
+    "Anas penelope",
+    "Buteo plagiatus",
+    "Selasphorus calliope",
+    "Megascops kennicottii",
+    "Porphyrio poliocephalus",
+    "Megascops asio",
+    "Zenaida auriculata",
+    "Hymenolaimus malacorhynchos",
+    "Setophaga caerulescens",
+    "Camptostoma imberbe",
+    "Caracara plancus",
+    "Columbina passerina",
+    "Eupsittula nana",
+    "Nestor notabilis",
+    "Columbina talpacoti",
+    "Geopelia striata",
+    "Athene noctua",
+    "Crotophaga ani",
+    "Sialia sialis",
+    "Platalea alba",
+    "Bubo virginianus",
+    "Petrochelidon fulva",
+    "Progne subis",
+    "Setophaga coronata auduboni",
+    "Hirundo neoxena",
+    "Hirundo rustica",
+    "Calidris virgata",
+    "Calidris pugnax",
+    "Platalea regia",
+    "Tachycineta thalassina",
+    "Bostrychia hagedash",
+    "Riparia riparia",
+    "Eudocimus albus",
+    "Plegadis falcinellus",
+    "Plegadis chihi",
+    "Corvus corax",
+    "Stelgidopteryx serripennis",
+    "Sula dactylatra",
+    "Sula sula",
+    "Sula leucogaster",
+    "Morus serrator",
+    "Eudyptula minor",
+    "Megadyptes antipodes",
+    "Scopus umbretta",
+    "Troglodytes troglodytes",
+    "Calidris canutus",
+    "Lanius collurio",
+    "Calidris bairdii",
+    "Meleagris gallopavo intermedia",
+    "Calidris mauri",
+    "Calidris maritima",
+    "Calidris alpina",
+    "Calidris ferruginea",
+    "Calidris melanotos",
+    "Limnodromus griseus",
+    "Malurus cyaneus",
+    "Tringa nebularia",
+    "Todiramphus sanctus vagans",
+    "Tringa ochropus",
+    "Tringa glareola",
+    "Tringa melanoleuca",
+    "Tringa flavipes",
+    "Numenius arquata",
+    "Numenius phaeopus",
+    "Phalacrocorax carbo novaehollandiae",
+    "Petroica macrocephala macrocephala",
+    "Petroica australis longipes",
+    "Prosthemadera novaeseelandiae novaeseelandiae",
+    "Asio flammeus",
+    "Rhipidura fuliginosa fuliginosa",
+    "Scolopax minor",
+    "Arenaria interpres",
+    "Arenaria melanocephala",
+    "Rhipidura fuliginosa placabilis",
+    "Limosa limosa",
+    "Limosa haemastica",
+    "Limosa fedoa",
+    "Phalaropus lobatus",
+    "Bartramia longicauda",
+    "Limosa lapponica",
+    "Aegolius acadicus",
+    "Actitis hypoleucos",
+    "Trichoglossus haematodus",
+    "Surnia ulula",
+    "Polioptila caerulea",
+    "Spizella passerina",
+    "Pycnonotus jocosus",
+    "Passerina cyanea",
+    "Passerina versicolor",
+    "Manorina melanocephala",
+    "Ocyphaps lophotes",
+    "Jabiru mycteria",
+    "Pycnonotus cafer",
+    "Anser cygnoides domesticus",
+    "Picus viridis",
+    "Phoebastria nigripes",
+    "Struthio camelus",
+    "Phoebastria immutabilis",
+    "Fulmarus glacialis",
+    "Francolinus pondicerianus",
+    "Cynanthus latirostris",
+    "Podiceps nigricollis",
+    "Podiceps cristatus",
+    "Podiceps auritus",
+    "Dendrocopos major",
+    "Podiceps grisegena",
+    "Tachybaptus ruficollis",
+    "Charadrius montanus",
+    "Phalacrocorax auritus",
+    "Phalacrocorax carbo",
+    "Phalacrocorax penicillatus",
+    "Aechmophorus clarkii",
+    "Pelecanus onocrotalus",
+    "Pelecanus erythrorhynchos",
+    "Zenaida macroura",
+    "Vanellus miles",
+    "Larus occidentalis",
+    "Trogon massena",
+    "Larus thayeri",
+    "Larus heermanni",
+    "Larus livens",
+    "Larus canus",
+    "Larus glaucoides",
+    "Larus delawarensis",
+    "Trogon collaris",
+    "Zenaida asiatica",
+    "Larus fuscus",
+    "Larus californicus",
+    "Prosthemadera novaeseelandiae",
+    "Trogon elegans",
+    "Larus glaucescens",
+    "Trogon citreolus",
+    "Cepphus columba",
+    "Himantopus leucocephalus",
+    "Cepphus grylle",
+    "Anthornis melanura",
+    "Leptoptilos crumenifer",
+    "Threskiornis moluccus",
+    "Thraupis episcopus",
+    "Geranoaetus albicaudatus",
+    "Sterna paradisaea",
+    "Sterna hirundo",
+    "Sterna forsteri",
+    "Lanius excubitor",
+    "Pharomachrus mocinno",
+    "Sterna striata",
+    "Stercorarius parasiticus",
+    "Stercorarius pomarinus",
+    "Anas gracilis",
+    "Rissa tridactyla",
+    "Rynchops niger",
+    "Alca torda",
+    "Fratercula arctica",
+    "Fratercula cirrhata",
+    "Turdus merula",
+    "Turdus plumbeus",
+    "Turdus grayi",
+    "Turdus migratorius",
+    "Turdus viscivorus",
+    "Cerorhinca monocerata",
+    "Turdus philomelos",
+    "Galbula ruficauda",
+    "Jacana spinosa",
+    "Saxicola rubicola",
+    "Upupa epops",
+    "Euphagus carolinus",
+    "Gavia pacifica",
+    "Mimus gilvus",
+    "Passer italiae",
+    "Gavia immer",
+    "Gavia stellata",
+    "Oenanthe oenanthe",
+    "Fregata magnificens",
+    "Fregata minor",
+    "Falco subbuteo",
+    "Falco mexicanus",
+    "Falco femoralis",
+    "Falco peregrinus",
+    "Falco rufigularis",
+    "Falco sparverius",
+    "Strix varia",
+    "Falco columbarius",
+    "Gallinula chloropus",
+    "Cardellina pusilla",
+    "Catharus ustulatus",
+    "Falco novaeseelandiae",
+    "Catharus guttatus",
+    "Catharus fuscescens",
+    "Caracara cheriway",
+    "Herpetotheres cachinnans",
+    "Calcarius lapponicus",
+    "Milvago chimachima",
+    "Ciconia ciconia",
+    "Mycteria americana",
+    "Mycteria ibis",
+    "Sialia mexicana",
+    "Ephippiorhynchus senegalensis",
+    "Cathartes aura",
+    "Myadestes townsendi",
+    "Cathartes burrovianus",
+    "Sarcoramphus papa",
+    "Coragyps atratus",
+    "Strix nebulosa",
+    "Anastomus lamelligerus",
+    "Pluvialis squatarola",
+    "Gymnogyps californianus",
+    "Muscicapa striata",
+    "Charadrius vociferus",
+    "Charadrius wilsonia",
+    "Charadrius melodus",
+    "Phoenicurus phoenicurus",
+    "Phoenicurus ochruros",
+    "Charadrius dubius",
+    "Eumomota superciliosa",
+    "Anas querquedula",
+    "Himantopus mexicanus",
+    "Haematopus bachmani",
+    "Pica pica",
+    "Haematopus ostralegus",
+    "Haematopus unicolor",
+    "Vanellus vanellus",
+    "Vanellus spinosus",
+    "Vanellus armatus",
+    "Luscinia svecica",
+    "Columbina inca",
+    "Recurvirostra avosetta",
+    "Phasianus colchicus",
+    "Pluvialis dominica",
+    "Cinclus mexicanus",
+    "Erithacus rubecula",
+    "Melanerpes aurifrons",
+    "Charadrius hiaticula",
+    "Egretta gularis",
+    "Egretta caerulea",
+    "Egretta tricolor",
+    "Egretta thula",
+    "Egretta garzetta",
+    "Egretta sacra",
+    "Monticola solitarius",
+    "Ardea cocoi",
+    "Ardea cinerea",
+    "Ardea herodias",
+    "Nycticorax nycticorax",
+    "Turdus rufopalliatus",
+    "Ardeola ralloides",
+    "Nyctanassa violacea",
+    "Aramides cajaneus",
+    "Bubulcus ibis",
+    "Butorides virescens",
+    "Porphyrio martinicus",
+    "Botaurus lentiginosus",
+    "Cochlearius cochlearius",
+    "Anhinga novaehollandiae",
+    "Anhinga rufa",
+    "Melozone fusca",
+    "Aquila chrysaetos",
+    "Hylocichla mustelina",
+    "Aphelocoma wollweberi",
+    "Accipiter striatus",
+    "Accipiter nisus",
+    "Accipiter gentilis",
+    "Egretta rufescens",
+    "Bucephala clangula",
+    "Anous stolidus",
+    "Actitis macularius",
+    "Ardea purpurea",
+    "Todiramphus chloris",
+    "Grus americana",
+    "Himantopus himantopus",
+    "Glaucidium gnoma",
+    "Circus approximans",
+    "Circus aeruginosus",
+    "Phalacrocorax sulcirostris",
+    "Buteo albonotatus",
+    "Butorides striata",
+    "Platalea ajaja",
+    "Buteo brachyurus",
+    "Ardea alba",
+    "Buteo swainsoni",
+    "Alectoris rufa",
+    "Buteo lineatus",
+    "Buteo jamaicensis",
+    "Charadrius nivosus",
+    "Tringa incana",
+    "Tringa semipalmata",
+    "Terathopius ecaudatus",
+    "Gallinago delicata",
+    "Buteogallus anthracinus",
+    "Chroicocephalus philadelphia",
+    "Circaetus gallicus",
+    "Chroicocephalus novaehollandiae",
+    "Chroicocephalus ridibundus",
+    "Leucophaeus atricilla",
+    "Leucophaeus pipixcan",
+    "Onychoprion fuscatus",
+    "Sternula antillarum",
+    "Hydroprogne caspia",
+    "Thalasseus maximus",
+    "Thalasseus bergii",
+    "Elanus leucurus",
+    "Alopochen aegyptiaca",
+    "Streptopelia senegalensis",
+    "Gerygone igata",
+    "Haliaeetus leucocephalus",
+    "Cistothorus platensis",
+    "Haliaeetus vocifer",
+    "Bubo scandiacus",
+    "Ciccaba virgata",
+    "Bonasa umbellus",
+    "Busarellus nigricollis",
+    "Rostrhamus sociabilis",
+    "Milvus milvus",
+    "Gyps fulvus",
+    "Ficedula hypoleuca",
+    "Momotus coeruliceps",
+    "Charadrius semipalmatus",
+    "Haliastur indus",
+    "Gyps africanus",
+    "Ictinia mississippiensis",
+    "Dives dives",
+    "Baeolophus atricristatus",
+    "Baeolophus bicolor",
+    "Baeolophus inornatus",
+    "Melospiza melodia",
+    "Spinus spinus",
+    "Motacilla alba",
+    "Certhia americana",
+    "Bucorvus leadbeateri",
+    "Anthus pratensis",
+    "Anthus rubescens",
+    "Tachycineta albilinea",
+    "Poecile carolinensis",
+    "Poecile atricapillus",
+    "Poecile gambeli",
+    "Poecile rufescens",
+    "Periparus ater",
+    "Chlorophanes spiza",
+    "Estrilda astrild",
+    "Cyanistes caeruleus",
+    "Sphyrapicus varius",
+    "Petrochelidon pyrrhonota",
+    "Troglodytes pacificus",
+    "Troglodytes hiemalis",
+    "Passer montanus",
+    "Passer domesticus",
+    "Aphelocoma californica",
+    "Amazilia yucatanensis",
+    "Amazilia tzacatl",
+    "Dicrurus adsimilis",
+    "Amazilia violiceps",
+    "Lonchura punctulata",
+    "Tigrisoma mexicanum",
+    "Porphyrio melanotus melanotus",
+    "Melanitta americana",
+    "Spizella pallida",
+    "Amazilia rutila",
+    "Zenaida aurita",
+    "Prunella modularis",
+    "Falco tinnunculus",
+    "Ixoreus naevius",
+    "Archilochus colubris",
+    "Lampornis clemenciae",
+    "Myiarchus tuberculifer",
+    "Setophaga ruticilla",
+    "Myiarchus tyrannulus",
+    "Zosterops lateralis",
+    "Zonotrichia leucophrys",
+    "Agelaius phoeniceus",
+    "Parus major",
+    "Zonotrichia capensis",
+    "Oreothlypis peregrina",
+    "Oreothlypis celata",
+    "Oreothlypis ruficapilla",
+    "Geothlypis philadelphia",
+    "Geothlypis formosa",
+    "Setophaga tigrina",
+    "Setophaga americana",
+    "Setophaga magnolia",
+    "Setophaga castanea",
+    "Setophaga fusca",
+    "Setophaga petechia",
+    "Setophaga striata",
+    "Setophaga palmarum",
+    "Setophaga pinus",
+    "Setophaga coronata",
+    "Setophaga dominica",
+    "Campylopterus hemileucurus",
+    "Vireo cassinii",
+    "Setophaga nigrescens",
+    "Setophaga townsendi",
+    "Setophaga occidentalis",
+    "Setophaga chrysoparia",
+    "Setophaga virens",
+    "Cardellina canadensis",
+    "Cardellina rubra",
+    "Aphelocoma coerulescens",
+    "Melanerpes erythrocephalus",
+    "Emberiza calandra",
+    "Acanthis flammea",
+    "Spinus pinus",
+    "Thraupis abbas",
+    "Spinus psaltria",
+    "Spinus lawrencei",
+    "Spinus tristis",
+    "Threskiornis aethiopicus",
+    "Gygis alba",
+    "Tachycineta bicolor",
+    "Larus dominicanus dominicanus",
+    "Lonchura oryzivora",
+    "Haematopus palliatus",
+    "Chloris chloris",
+    "Accipiter cooperii",
+    "Vireo solitarius",
+    "Selasphorus platycercus",
+    "Chroicocephalus scopulinus",
+    "Aechmophorus occidentalis",
+    "Hemiphaga novaeseelandiae",
+    "Xema sabini",
+    "Ramphastos sulfuratus",
+    "Dacelo novaeguineae",
+    "Fulica atra",
+    "Hirundo rustica erythrogaster",
+    "Calypte costae",
+    "Calypte anna",
+    "Colaptes auratus cafer",
+    "Sula nebouxii",
+    "Copsychus saularis",
+    "Selasphorus sasin",
+    "Selasphorus rufus",
+    "Calothorax lucifer",
+    "Pycnonotus barbatus",
+    "Larus glaucescens \u00d7 occidentalis",
+    "Aphelocoma woodhouseii",
+    "Florisuga mellivora",
+    "Haematopus finschi",
+    "Falcipennis canadensis",
+    "Archilochus alexandri",
+    "Circus cyaneus",
+    "Ardea alba modesta",
+    "Myiarchus crinitus",
+    "Buteo regalis",
+    "Aeronautes saxatalis",
+    "Chaetura vauxi",
+    "Chaetura pelagica",
+    "Setophaga pensylvanica",
+    "Lanius ludovicianus",
+    "Anhinga anhinga",
+    "Acridotheres tristis",
+    "Sitta pygmaea",
+    "Actophilornis africanus",
+    "Sitta canadensis",
+    "Sitta europaea",
+    "Sitta pusilla",
+    "Apus apus",
+    "Sturnus vulgaris",
+    "Seiurus aurocapilla",
+    "Motacilla flava",
+    "Vireo griseus",
+    "Toxostoma longirostre",
+    "Calidris alba",
+    "Toxostoma redivivum",
+    "Gallinula galeata",
+    "Calidris himantopus",
+    "Eugenes fulgens",
+    "Icterus wagleri",
+    "Icterus parisorum",
+    "Buteo platypterus",
+    "Gallinago gallinago",
+    "Icterus spurius",
+    "Calidris minutilla",
+    "Dumetella carolinensis",
+    "Porphyrio hochstetteri",
+    "Calidris fuscicollis",
+    "Phalaropus tricolor",
+    "Colaptes auratus auratus",
+    "Melanotis caerulescens",
+    "Tiaris olivaceus",
+    "Oreoscoptes montanus",
+    "Limnodromus scolopaceus",
+    "Tringa solitaria",
+    "Sitta carolinensis",
+    "Tringa totanus",
+    "Dendrocygna autumnalis",
+    "Dendrocygna viduata",
+    "Dendrocygna bicolor",
+    "Icterus abeillei",
+    "Vanellus chilensis",
+    "Cygnus buccinator",
+    "Cygnus cygnus",
+    "Cygnus columbianus",
+    "Cygnus olor",
+    "Icterus galbula",
+    "Anas platyrhynchos",
+    "Anas acuta",
+    "Anas crecca",
+    "Anas cyanoptera",
+    "Anas fulvigula",
+    "Anas discors",
+    "Anas strepera",
+    "Anas clypeata",
+    "Anas chlorotis",
+    "Rhipidura leucophrys",
+    "Anas americana",
+    "Bucephala albeola",
+    "Mergus serrator",
+    "Mergus merganser",
+    "Anser anser",
+    "Anser albifrons",
+    "Somateria mollissima",
+    "Rallus obsoletus",
+    "Platycercus elegans",
+    "Melanitta fusca",
+    "Milvus migrans",
+    "Gelochelidon nilotica",
+    "Ninox novaeseelandiae novaeseelandiae",
+    "Melanitta perspicillata",
+    "Aythya collaris",
+    "Aythya ferina",
+    "Aythya fuligula",
+    "Numenius americanus",
+    "Chen caerulescens",
+    "Chamaea fasciata",
+    "Branta canadensis",
+    "Thalasseus elegans",
+    "Branta sandvicensis",
+    "Aythya americana",
+    "Aix sponsa",
+    "Lophodytes cucullatus",
+    "Histrionicus histrionicus",
+    "Aratinga nenday",
+    "Psittacara holochlorus",
+    "Cairina moschata",
+    "Netta rufina",
+    "Psittacara erythrogenys",
+    "Sayornis saya",
+    "Aythya valisineria",
+    "Picoides albolarvatus",
+    "Vermivora cyanoptera",
+    "Corvus caurinus",
+    "Asio otus",
+    "Corvus brachyrhynchos",
+    "Clangula hyemalis",
+    "Chenonetta jubata",
+    "Thalasseus sandvicensis",
+    "Eolophus roseicapilla",
+    "Colaptes rubiginosus",
+    "Meleagris gallopavo silvestris",
+    "Ptiliogonys cinereus",
+    "Elanoides forficatus",
+    "Carduelis carduelis",
+    "Cassiculus melanicterus",
+    "Dendragapus fuliginosus",
+    "Psaltriparus minimus",
+    "Aegithalos caudatus",
+    "Zosterops lateralis lateralis",
+    "Haliaeetus leucogaster",
+    "Uria aalge",
+    "Tringa semipalmata inornatus",
+    "Alauda arvensis",
+    "Galerida cristata",
+    "Delichon urbicum",
+    "Helmitheros vermivorum",
+    "Hylocharis leucotis",
+    "Mimus polyglottos",
+    "Gymnorhina tibicen",
+    "Alcedo atthis",
+    "Streptopelia chinensis",
+    "Bombycilla cedrorum",
+    "Bombycilla garrulus",
+    "Tadorna tadorna",
+    "Petroica australis australis",
+    "Amazona autumnalis",
+    "Dendragapus obscurus",
+    "Catherpes mexicanus",
+    "Tadorna ferruginea",
+    "Campylorhynchus brunneicapillus",
+    "Campylorhynchus rufinucha",
+    "Rhipidura fuliginosa",
+    "Polioptila melanura",
+    "Pelecanus occidentalis carolinensis",
+    "Melozone aberti",
+    "Melozone crissalis",
+    "Thryothorus ludovicianus",
+    "Parabuteo unicinctus",
+    "Anas platyrhynchos domesticus",
+    "Troglodytes aedon",
+    "Buteo lineatus elegans",
+    "Thamnophilus doliatus",
+    "Thryomanes bewickii",
+    "Tadorna variegata",
+    "Myioborus miniatus",
+    "Phalacrocorax varius varius",
+    "Myioborus pictus",
+    "Larus argentatus smithsonianus",
+    "Parkesia motacilla",
+    "Sula granti",
+    "Ara macao",
+    "Peucaea ruficauda",
+    "Calidris subruficollis",
+    "Phoenicopterus roseus",
+    "Morus bassanus",
+    "Pelecanus occidentalis californicus",
+    "Glaucidium brasilianum",
+    "Oxyura jamaicensis",
+    "Myiarchus cinerascens",
+    "Chloroceryle americana",
+    "Sturnella neglecta",
+    "Ramphastos ambiguus",
+    "Paroaria coronata",
+    "Buteo buteo",
+    "Myiodynastes luteiventris",
+    "Contopus sordidulus",
+    "Corvus corone",
+    "Cyanoramphus novaezelandiae",
+    "Contopus virens",
+    "Contopus pertinax",
+    "Contopus cooperi",
+    "Larus argentatus",
+    "Halcyon smyrnensis",
+    "Onychognathus morio",
+    "Cyanocompsa parellina",
+    "Cistothorus palustris",
+    "Tyto alba",
+    "Trogon caligatus",
+    "Corvus monedula",
+    "Corvus ossifragus",
+    "Spheniscus demersus",
+    "Corvus frugilegus",
+    "Corvus splendens",
+    "Branta bernicla",
+    "Larus hyperboreus",
+    "Columba livia domestica",
+    "Garrulus glandarius",
+    "Anser anser domesticus",
+    "Mitrephanes phaeocercus",
+    "Ardenna creatopus",
+    "Ardenna gravis",
+    "background"
+  ],
+  "input_size": 224,
+  "num_classes": 965,
+  "preprocess": {
+    "normalize": "none",
+    "scale": [
+      0.00392156862745098
+    ],
+    "channels": "RGB",
+    "layout": "NHWC"
+  },
+  "arch": "mobilenet_v2",
+  "source": "Google AIY Vision Classifier Birds V1 (aiy/vision/classifier/birds_V1) \u2014 MobileNetV2 trained on iNaturalist community photos; obtained via Kaggle Models google/aiy/tensorFlow1/vision-classifier-birds-v1",
+  "license": "Apache-2.0",
+  "output": "probabilities (softmax ALREADY applied in-graph \u2014 do NOT re-softmax)",
+  "background_class_index": 964,
+  "notes": "Class index == label id. Index 964 is 'background'. Names are scientific (Latin) species names."
+}

animalClassification/bird-classifier/onnx/bird-classifier.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64dd1b966628145219f2424b42b18b76b8dc33a0a9d9ce90b8c057397fa76da2
+size 13893131

animalClassification/bird-classifier/openvino/bird-classifier-labels.json

@@ -0,0 +1,985 @@
+{
+  "labels": [
+    "Haemorhous cassinii",
+    "Aramus guarauna",
+    "Rupornis magnirostris",
+    "Cyanocitta cristata",
+    "Cyanocitta stelleri",
+    "Balearica regulorum",
+    "Pyrocephalus rubinus",
+    "Recurvirostra americana",
+    "Ardeotis kori",
+    "Pica nuttalli",
+    "Perisoreus canadensis",
+    "Antigone canadensis",
+    "Parkesia noveboracensis",
+    "Ardea herodias occidentalis",
+    "Porzana carolina",
+    "Anas platyrhynchos diazi",
+    "Motacilla cinerea",
+    "Empidonax difficilis",
+    "Empidonax minimus",
+    "Empidonax fulvifrons",
+    "Empidonax traillii",
+    "Empidonax hammondii",
+    "Empidonax occidentalis",
+    "Rallus limicola",
+    "Grus grus",
+    "Quiscalus major",
+    "Branta leucopsis",
+    "Cyanocorax yucatanicus",
+    "Cyanocorax yncas",
+    "Oceanites oceanicus",
+    "Quiscalus niger",
+    "Psilorhinus morio",
+    "Megarynchus pitangua",
+    "Gallinula tenebrosa",
+    "Gallus gallus domesticus",
+    "Numida meleagris",
+    "Junco hyemalis caniceps",
+    "Tyrannus vociferans",
+    "Tyrannus tyrannus",
+    "Tyrannus forficatus",
+    "Tyrannus crassirostris",
+    "Tyrannus verticalis",
+    "Tyrannus savana",
+    "Gallirallus australis",
+    "Calocitta formosa",
+    "Calocitta colliei",
+    "Fulica americana",
+    "Pachyramphus aglaiae",
+    "Buteo lagopus",
+    "Cygnus atratus",
+    "Philesturnus rufusater",
+    "Larus marinus",
+    "Pitangus sulphuratus",
+    "Anas rubripes",
+    "Anthus novaeseelandiae novaeseelandiae",
+    "Sayornis phoebe",
+    "Sayornis nigricans",
+    "Tityra semifasciata",
+    "Dryocopus lineatus",
+    "Porphyrio melanotus",
+    "Anas bahamensis",
+    "Egretta novaehollandiae",
+    "Anas crecca carolinensis",
+    "Alectoris chukar",
+    "Tachybaptus dominicus",
+    "Artemisiospiza belli",
+    "Gallus gallus",
+    "Cardinalis sinuatus",
+    "Cardinalis cardinalis",
+    "Melospiza lincolnii",
+    "Podilymbus podiceps",
+    "Melospiza georgiana",
+    "Meleagris gallopavo",
+    "Meleagris ocellata",
+    "Lagopus lagopus",
+    "Spizella atrogularis",
+    "Pyrrhocorax graculus",
+    "Spizella breweri",
+    "Sialia currucoides",
+    "Spizella pusilla",
+    "Anas superciliosa",
+    "Passerella iliaca",
+    "Phoenicopterus ruber",
+    "Sylvia atricapilla",
+    "Vireo bellii",
+    "Vireo plumbeus",
+    "Vireo philadelphicus",
+    "Vireo flavifrons",
+    "Vireo olivaceus",
+    "Zonotrichia querula",
+    "Vireo huttoni",
+    "Zonotrichia albicollis",
+    "Zonotrichia atricapilla",
+    "Emberiza citrinella",
+    "Bucephala islandica",
+    "Emberiza schoeniclus",
+    "Vireo gilvus",
+    "Serinus serinus",
+    "Serinus mozambicus",
+    "Lophura leucomelanos",
+    "Euphonia elegantissima",
+    "Euphonia hirundinacea",
+    "Euphonia affinis",
+    "Agelaius tricolor",
+    "Momotus lessonii",
+    "Zosterops japonicus",
+    "Phalacrocorax pelagicus",
+    "Icterus cucullatus",
+    "Icterus graduacauda",
+    "Motacilla aguimp",
+    "Anas superciliosa \u00d7 platyrhynchos",
+    "Icterus pustulatus",
+    "Icterus gularis",
+    "Carduelis cannabina",
+    "Catharus minimus",
+    "Amaurornis phoenicurus",
+    "Pavo cristatus",
+    "Rallus crepitans",
+    "Nestor meridionalis septentrionalis",
+    "Pipilo chlorurus",
+    "Pipilo maculatus",
+    "Pipilo erythrophthalmus",
+    "Cairina moschata domestica",
+    "Phalacrocorax varius",
+    "Picoides dorsalis",
+    "Picoides nuttallii",
+    "Picoides scalaris",
+    "Callipepla gambelii",
+    "Pyrrhula pyrrhula",
+    "Phalacrocorax brasilianus",
+    "Picoides pubescens",
+    "Colinus virginianus",
+    "Sporophila torqueola",
+    "Picoides villosus",
+    "Calidris pusilla",
+    "Picoides arcticus",
+    "Aythya marila",
+    "Phaethon aethereus",
+    "Sturnella magna",
+    "Melopsittacus undulatus",
+    "Aythya affinis",
+    "Aythya novaeseelandiae",
+    "Cyrtonyx montezumae",
+    "Pelecanus occidentalis",
+    "Cinclus cinclus",
+    "Chen rossii",
+    "Callipepla californica",
+    "Quiscalus quiscula",
+    "Quiscalus mexicanus",
+    "Callipepla squamata",
+    "Dryocopus pileatus",
+    "Passerina caerulea",
+    "Amazilia beryllina",
+    "Geothlypis trichas",
+    "Trogon melanocephalus",
+    "Sylvia communis",
+    "Pinicola enucleator",
+    "Coccothraustes vespertinus",
+    "Coccothraustes coccothraustes",
+    "Vermivora chrysoptera",
+    "Opisthocomus hoazin",
+    "Setophaga coronata coronata",
+    "Diglossa baritula",
+    "Saltator coerulescens",
+    "Saltator atriceps",
+    "Sicalis flaveola",
+    "Aix galericulata",
+    "Junco hyemalis hyemalis",
+    "Eupsittula canicularis",
+    "Microcarbo melanoleucos",
+    "Piranga rubra",
+    "Piranga olivacea",
+    "Piranga flava",
+    "Amphispiza bilineata",
+    "Larus dominicanus",
+    "Piaya cayana",
+    "Aimophila ruficeps",
+    "Melanerpes lewis",
+    "Melanerpes uropygialis",
+    "Passerculus sandwichensis",
+    "Melanerpes pucherani",
+    "Salpinctes obsoletus",
+    "Melanerpes carolinus",
+    "Melanerpes chrysogenys",
+    "Melanerpes formicivorus",
+    "Colaptes auratus",
+    "Basileuterus rufifrons",
+    "Larus michahellis",
+    "Ramphocelus passerinii",
+    "Athene cunicularia",
+    "Branta hutchinsii",
+    "Fringilla montifringilla",
+    "Fringilla coelebs",
+    "Junco hyemalis",
+    "Cuculus canorus",
+    "Junco phaeonotus",
+    "Ammodramus nelsoni",
+    "Ammodramus savannarum",
+    "Ammodramus maritimus",
+    "Coccyzus erythropthalmus",
+    "Coccyzus minor",
+    "Coccyzus americanus",
+    "Nucifraga columbiana",
+    "Crotophaga sulcirostris",
+    "Pooecetes gramineus",
+    "Arremonops rufivirgatus",
+    "Geococcyx californianus",
+    "Geococcyx velox",
+    "Coereba flaveola",
+    "Passerina ciris",
+    "Alectura lathami",
+    "Passerina leclancherii",
+    "Passerina amoena",
+    "Icteria virens",
+    "Crax rubra",
+    "Penelope purpurascens",
+    "Copsychus malabaricus",
+    "Paroaria capitata",
+    "Cyanerpes cyaneus",
+    "Microcarbo melanoleucos brevirostris",
+    "Sphyrapicus thyroideus",
+    "Pheucticus ludovicianus",
+    "Sphyrapicus ruber",
+    "Pheucticus melanocephalus",
+    "Sphyrapicus nuchalis",
+    "Ortalis poliocephala",
+    "Ortalis vetula",
+    "Corvus albus",
+    "Mniotilta varia",
+    "Volatinia jacarina",
+    "Thraupis palmarum",
+    "Momotus mexicanus",
+    "Euphagus cyanocephalus",
+    "Cacatua galerita",
+    "Junco hyemalis oreganus",
+    "Pluvialis fulva",
+    "Molothrus aeneus",
+    "Molothrus ater",
+    "Merops pusillus",
+    "Merops apiaster",
+    "Pteroglossus torquatus",
+    "Loxia curvirostra",
+    "Merops orientalis",
+    "Loxia leucoptera",
+    "Coracias garrulus",
+    "Coracias caudatus",
+    "Coracias benghalensis",
+    "Xanthocephalus xanthocephalus",
+    "Chondestes grammacus",
+    "Dolichonyx oryzivorus",
+    "Pandion haliaetus",
+    "Phainopepla nitens",
+    "Tyrannus couchii",
+    "Phylloscopus collybita",
+    "Circus cyaneus hudsonius",
+    "Grallina cyanoleuca",
+    "Plectrophenax nivalis",
+    "Calamospiza melanocorys",
+    "Regulus calendula",
+    "Regulus ignicapilla",
+    "Regulus regulus",
+    "Regulus satrapa",
+    "Tyrannus melancholicus",
+    "Pelecanus conspicillatus",
+    "Aulacorhynchus prasinus",
+    "Todiramphus sanctus",
+    "Icterus bullockii",
+    "Spiza americana",
+    "Tyrannus dominicensis",
+    "Chlidonias niger",
+    "Oriturus superciliosus",
+    "Psarocolius montezuma",
+    "Turdus pilaris",
+    "Notiomystis cincta",
+    "Sagittarius serpentarius",
+    "Psittacula krameri",
+    "Platycercus eximius",
+    "Protonotaria citrea",
+    "Megaceryle torquata",
+    "Nestor meridionalis",
+    "Amazona viridigenalis",
+    "Amazona albifrons",
+    "Amazona oratrix",
+    "Saxicola rubetra",
+    "Ara militaris",
+    "Spizelloides arborea",
+    "Ceryle rudis",
+    "Chloroceryle aenea",
+    "Chloroceryle amazona",
+    "Myiozetetes similis",
+    "Toxostoma curvirostre",
+    "Megaceryle alcyon",
+    "Eremophila alpestris",
+    "Alisterus scapularis",
+    "Cinnyris jugularis",
+    "Xiphorhynchus flavigaster",
+    "Jacana jacana",
+    "Phalaropus fulicarius",
+    "Streptopelia turtur",
+    "Pica hudsonia",
+    "Corvus cornix",
+    "Myiopsitta monachus",
+    "Streptopelia decaocto",
+    "Piranga ludoviciana",
+    "Ixobrychus exilis",
+    "Auriparus flaviceps",
+    "Geothlypis tolmiei",
+    "Columba livia",
+    "Setophaga citrina",
+    "Setophaga cerulea",
+    "Columba palumbus",
+    "Piranga bidentata",
+    "Patagioenas leucocephala",
+    "Patagioenas fasciata",
+    "Patagioenas flavirostris",
+    "Setophaga discolor",
+    "Chordeiles minor",
+    "Chordeiles acutipennis",
+    "Platalea leucorodia",
+    "Phalaenoptilus nuttallii",
+    "Haemorhous mexicanus",
+    "Haemorhous purpureus",
+    "Nyctidromus albicollis",
+    "Campephilus guatemalensis",
+    "Toxostoma rufum",
+    "Leptotila verreauxi",
+    "Nyctibius jamaicensis",
+    "Anas penelope",
+    "Buteo plagiatus",
+    "Selasphorus calliope",
+    "Megascops kennicottii",
+    "Porphyrio poliocephalus",
+    "Megascops asio",
+    "Zenaida auriculata",
+    "Hymenolaimus malacorhynchos",
+    "Setophaga caerulescens",
+    "Camptostoma imberbe",
+    "Caracara plancus",
+    "Columbina passerina",
+    "Eupsittula nana",
+    "Nestor notabilis",
+    "Columbina talpacoti",
+    "Geopelia striata",
+    "Athene noctua",
+    "Crotophaga ani",
+    "Sialia sialis",
+    "Platalea alba",
+    "Bubo virginianus",
+    "Petrochelidon fulva",
+    "Progne subis",
+    "Setophaga coronata auduboni",
+    "Hirundo neoxena",
+    "Hirundo rustica",
+    "Calidris virgata",
+    "Calidris pugnax",
+    "Platalea regia",
+    "Tachycineta thalassina",
+    "Bostrychia hagedash",
+    "Riparia riparia",
+    "Eudocimus albus",
+    "Plegadis falcinellus",
+    "Plegadis chihi",
+    "Corvus corax",
+    "Stelgidopteryx serripennis",
+    "Sula dactylatra",
+    "Sula sula",
+    "Sula leucogaster",
+    "Morus serrator",
+    "Eudyptula minor",
+    "Megadyptes antipodes",
+    "Scopus umbretta",
+    "Troglodytes troglodytes",
+    "Calidris canutus",
+    "Lanius collurio",
+    "Calidris bairdii",
+    "Meleagris gallopavo intermedia",
+    "Calidris mauri",
+    "Calidris maritima",
+    "Calidris alpina",
+    "Calidris ferruginea",
+    "Calidris melanotos",
+    "Limnodromus griseus",
+    "Malurus cyaneus",
+    "Tringa nebularia",
+    "Todiramphus sanctus vagans",
+    "Tringa ochropus",
+    "Tringa glareola",
+    "Tringa melanoleuca",
+    "Tringa flavipes",
+    "Numenius arquata",
+    "Numenius phaeopus",
+    "Phalacrocorax carbo novaehollandiae",
+    "Petroica macrocephala macrocephala",
+    "Petroica australis longipes",
+    "Prosthemadera novaeseelandiae novaeseelandiae",
+    "Asio flammeus",
+    "Rhipidura fuliginosa fuliginosa",
+    "Scolopax minor",
+    "Arenaria interpres",
+    "Arenaria melanocephala",
+    "Rhipidura fuliginosa placabilis",
+    "Limosa limosa",
+    "Limosa haemastica",
+    "Limosa fedoa",
+    "Phalaropus lobatus",
+    "Bartramia longicauda",
+    "Limosa lapponica",
+    "Aegolius acadicus",
+    "Actitis hypoleucos",
+    "Trichoglossus haematodus",
+    "Surnia ulula",
+    "Polioptila caerulea",
+    "Spizella passerina",
+    "Pycnonotus jocosus",
+    "Passerina cyanea",
+    "Passerina versicolor",
+    "Manorina melanocephala",
+    "Ocyphaps lophotes",
+    "Jabiru mycteria",
+    "Pycnonotus cafer",
+    "Anser cygnoides domesticus",
+    "Picus viridis",
+    "Phoebastria nigripes",
+    "Struthio camelus",
+    "Phoebastria immutabilis",
+    "Fulmarus glacialis",
+    "Francolinus pondicerianus",
+    "Cynanthus latirostris",
+    "Podiceps nigricollis",
+    "Podiceps cristatus",
+    "Podiceps auritus",
+    "Dendrocopos major",
+    "Podiceps grisegena",
+    "Tachybaptus ruficollis",
+    "Charadrius montanus",
+    "Phalacrocorax auritus",
+    "Phalacrocorax carbo",
+    "Phalacrocorax penicillatus",
+    "Aechmophorus clarkii",
+    "Pelecanus onocrotalus",
+    "Pelecanus erythrorhynchos",
+    "Zenaida macroura",
+    "Vanellus miles",
+    "Larus occidentalis",
+    "Trogon massena",
+    "Larus thayeri",
+    "Larus heermanni",
+    "Larus livens",
+    "Larus canus",
+    "Larus glaucoides",
+    "Larus delawarensis",
+    "Trogon collaris",
+    "Zenaida asiatica",
+    "Larus fuscus",
+    "Larus californicus",
+    "Prosthemadera novaeseelandiae",
+    "Trogon elegans",
+    "Larus glaucescens",
+    "Trogon citreolus",
+    "Cepphus columba",
+    "Himantopus leucocephalus",
+    "Cepphus grylle",
+    "Anthornis melanura",
+    "Leptoptilos crumenifer",
+    "Threskiornis moluccus",
+    "Thraupis episcopus",
+    "Geranoaetus albicaudatus",
+    "Sterna paradisaea",
+    "Sterna hirundo",
+    "Sterna forsteri",
+    "Lanius excubitor",
+    "Pharomachrus mocinno",
+    "Sterna striata",
+    "Stercorarius parasiticus",
+    "Stercorarius pomarinus",
+    "Anas gracilis",
+    "Rissa tridactyla",
+    "Rynchops niger",
+    "Alca torda",
+    "Fratercula arctica",
+    "Fratercula cirrhata",
+    "Turdus merula",
+    "Turdus plumbeus",
+    "Turdus grayi",
+    "Turdus migratorius",
+    "Turdus viscivorus",
+    "Cerorhinca monocerata",
+    "Turdus philomelos",
+    "Galbula ruficauda",
+    "Jacana spinosa",
+    "Saxicola rubicola",
+    "Upupa epops",
+    "Euphagus carolinus",
+    "Gavia pacifica",
+    "Mimus gilvus",
+    "Passer italiae",
+    "Gavia immer",
+    "Gavia stellata",
+    "Oenanthe oenanthe",
+    "Fregata magnificens",
+    "Fregata minor",
+    "Falco subbuteo",
+    "Falco mexicanus",
+    "Falco femoralis",
+    "Falco peregrinus",
+    "Falco rufigularis",
+    "Falco sparverius",
+    "Strix varia",
+    "Falco columbarius",
+    "Gallinula chloropus",
+    "Cardellina pusilla",
+    "Catharus ustulatus",
+    "Falco novaeseelandiae",
+    "Catharus guttatus",
+    "Catharus fuscescens",
+    "Caracara cheriway",
+    "Herpetotheres cachinnans",
+    "Calcarius lapponicus",
+    "Milvago chimachima",
+    "Ciconia ciconia",
+    "Mycteria americana",
+    "Mycteria ibis",
+    "Sialia mexicana",
+    "Ephippiorhynchus senegalensis",
+    "Cathartes aura",
+    "Myadestes townsendi",
+    "Cathartes burrovianus",
+    "Sarcoramphus papa",
+    "Coragyps atratus",
+    "Strix nebulosa",
+    "Anastomus lamelligerus",
+    "Pluvialis squatarola",
+    "Gymnogyps californianus",
+    "Muscicapa striata",
+    "Charadrius vociferus",
+    "Charadrius wilsonia",
+    "Charadrius melodus",
+    "Phoenicurus phoenicurus",
+    "Phoenicurus ochruros",
+    "Charadrius dubius",
+    "Eumomota superciliosa",
+    "Anas querquedula",
+    "Himantopus mexicanus",
+    "Haematopus bachmani",
+    "Pica pica",
+    "Haematopus ostralegus",
+    "Haematopus unicolor",
+    "Vanellus vanellus",
+    "Vanellus spinosus",
+    "Vanellus armatus",
+    "Luscinia svecica",
+    "Columbina inca",
+    "Recurvirostra avosetta",
+    "Phasianus colchicus",
+    "Pluvialis dominica",
+    "Cinclus mexicanus",
+    "Erithacus rubecula",
+    "Melanerpes aurifrons",
+    "Charadrius hiaticula",
+    "Egretta gularis",
+    "Egretta caerulea",
+    "Egretta tricolor",
+    "Egretta thula",
+    "Egretta garzetta",
+    "Egretta sacra",
+    "Monticola solitarius",
+    "Ardea cocoi",
+    "Ardea cinerea",
+    "Ardea herodias",
+    "Nycticorax nycticorax",
+    "Turdus rufopalliatus",
+    "Ardeola ralloides",
+    "Nyctanassa violacea",
+    "Aramides cajaneus",
+    "Bubulcus ibis",
+    "Butorides virescens",
+    "Porphyrio martinicus",
+    "Botaurus lentiginosus",
+    "Cochlearius cochlearius",
+    "Anhinga novaehollandiae",
+    "Anhinga rufa",
+    "Melozone fusca",
+    "Aquila chrysaetos",
+    "Hylocichla mustelina",
+    "Aphelocoma wollweberi",
+    "Accipiter striatus",
+    "Accipiter nisus",
+    "Accipiter gentilis",
+    "Egretta rufescens",
+    "Bucephala clangula",
+    "Anous stolidus",
+    "Actitis macularius",
+    "Ardea purpurea",
+    "Todiramphus chloris",
+    "Grus americana",
+    "Himantopus himantopus",
+    "Glaucidium gnoma",
+    "Circus approximans",
+    "Circus aeruginosus",
+    "Phalacrocorax sulcirostris",
+    "Buteo albonotatus",
+    "Butorides striata",
+    "Platalea ajaja",
+    "Buteo brachyurus",
+    "Ardea alba",
+    "Buteo swainsoni",
+    "Alectoris rufa",
+    "Buteo lineatus",
+    "Buteo jamaicensis",
+    "Charadrius nivosus",
+    "Tringa incana",
+    "Tringa semipalmata",
+    "Terathopius ecaudatus",
+    "Gallinago delicata",
+    "Buteogallus anthracinus",
+    "Chroicocephalus philadelphia",
+    "Circaetus gallicus",
+    "Chroicocephalus novaehollandiae",
+    "Chroicocephalus ridibundus",
+    "Leucophaeus atricilla",
+    "Leucophaeus pipixcan",
+    "Onychoprion fuscatus",
+    "Sternula antillarum",
+    "Hydroprogne caspia",
+    "Thalasseus maximus",
+    "Thalasseus bergii",
+    "Elanus leucurus",
+    "Alopochen aegyptiaca",
+    "Streptopelia senegalensis",
+    "Gerygone igata",
+    "Haliaeetus leucocephalus",
+    "Cistothorus platensis",
+    "Haliaeetus vocifer",
+    "Bubo scandiacus",
+    "Ciccaba virgata",
+    "Bonasa umbellus",
+    "Busarellus nigricollis",
+    "Rostrhamus sociabilis",
+    "Milvus milvus",
+    "Gyps fulvus",
+    "Ficedula hypoleuca",
+    "Momotus coeruliceps",
+    "Charadrius semipalmatus",
+    "Haliastur indus",
+    "Gyps africanus",
+    "Ictinia mississippiensis",
+    "Dives dives",
+    "Baeolophus atricristatus",
+    "Baeolophus bicolor",
+    "Baeolophus inornatus",
+    "Melospiza melodia",
+    "Spinus spinus",
+    "Motacilla alba",
+    "Certhia americana",
+    "Bucorvus leadbeateri",
+    "Anthus pratensis",
+    "Anthus rubescens",
+    "Tachycineta albilinea",
+    "Poecile carolinensis",
+    "Poecile atricapillus",
+    "Poecile gambeli",
+    "Poecile rufescens",
+    "Periparus ater",
+    "Chlorophanes spiza",
+    "Estrilda astrild",
+    "Cyanistes caeruleus",
+    "Sphyrapicus varius",
+    "Petrochelidon pyrrhonota",
+    "Troglodytes pacificus",
+    "Troglodytes hiemalis",
+    "Passer montanus",
+    "Passer domesticus",
+    "Aphelocoma californica",
+    "Amazilia yucatanensis",
+    "Amazilia tzacatl",
+    "Dicrurus adsimilis",
+    "Amazilia violiceps",
+    "Lonchura punctulata",
+    "Tigrisoma mexicanum",
+    "Porphyrio melanotus melanotus",
+    "Melanitta americana",
+    "Spizella pallida",
+    "Amazilia rutila",
+    "Zenaida aurita",
+    "Prunella modularis",
+    "Falco tinnunculus",
+    "Ixoreus naevius",
+    "Archilochus colubris",
+    "Lampornis clemenciae",
+    "Myiarchus tuberculifer",
+    "Setophaga ruticilla",
+    "Myiarchus tyrannulus",
+    "Zosterops lateralis",
+    "Zonotrichia leucophrys",
+    "Agelaius phoeniceus",
+    "Parus major",
+    "Zonotrichia capensis",
+    "Oreothlypis peregrina",
+    "Oreothlypis celata",
+    "Oreothlypis ruficapilla",
+    "Geothlypis philadelphia",
+    "Geothlypis formosa",
+    "Setophaga tigrina",
+    "Setophaga americana",
+    "Setophaga magnolia",
+    "Setophaga castanea",
+    "Setophaga fusca",
+    "Setophaga petechia",
+    "Setophaga striata",
+    "Setophaga palmarum",
+    "Setophaga pinus",
+    "Setophaga coronata",
+    "Setophaga dominica",
+    "Campylopterus hemileucurus",
+    "Vireo cassinii",
+    "Setophaga nigrescens",
+    "Setophaga townsendi",
+    "Setophaga occidentalis",
+    "Setophaga chrysoparia",
+    "Setophaga virens",
+    "Cardellina canadensis",
+    "Cardellina rubra",
+    "Aphelocoma coerulescens",
+    "Melanerpes erythrocephalus",
+    "Emberiza calandra",
+    "Acanthis flammea",
+    "Spinus pinus",
+    "Thraupis abbas",
+    "Spinus psaltria",
+    "Spinus lawrencei",
+    "Spinus tristis",
+    "Threskiornis aethiopicus",
+    "Gygis alba",
+    "Tachycineta bicolor",
+    "Larus dominicanus dominicanus",
+    "Lonchura oryzivora",
+    "Haematopus palliatus",
+    "Chloris chloris",
+    "Accipiter cooperii",
+    "Vireo solitarius",
+    "Selasphorus platycercus",
+    "Chroicocephalus scopulinus",
+    "Aechmophorus occidentalis",
+    "Hemiphaga novaeseelandiae",
+    "Xema sabini",
+    "Ramphastos sulfuratus",
+    "Dacelo novaeguineae",
+    "Fulica atra",
+    "Hirundo rustica erythrogaster",
+    "Calypte costae",
+    "Calypte anna",
+    "Colaptes auratus cafer",
+    "Sula nebouxii",
+    "Copsychus saularis",
+    "Selasphorus sasin",
+    "Selasphorus rufus",
+    "Calothorax lucifer",
+    "Pycnonotus barbatus",
+    "Larus glaucescens \u00d7 occidentalis",
+    "Aphelocoma woodhouseii",
+    "Florisuga mellivora",
+    "Haematopus finschi",
+    "Falcipennis canadensis",
+    "Archilochus alexandri",
+    "Circus cyaneus",
+    "Ardea alba modesta",
+    "Myiarchus crinitus",
+    "Buteo regalis",
+    "Aeronautes saxatalis",
+    "Chaetura vauxi",
+    "Chaetura pelagica",
+    "Setophaga pensylvanica",
+    "Lanius ludovicianus",
+    "Anhinga anhinga",
+    "Acridotheres tristis",
+    "Sitta pygmaea",
+    "Actophilornis africanus",
+    "Sitta canadensis",
+    "Sitta europaea",
+    "Sitta pusilla",
+    "Apus apus",
+    "Sturnus vulgaris",
+    "Seiurus aurocapilla",
+    "Motacilla flava",
+    "Vireo griseus",
+    "Toxostoma longirostre",
+    "Calidris alba",
+    "Toxostoma redivivum",
+    "Gallinula galeata",
+    "Calidris himantopus",
+    "Eugenes fulgens",
+    "Icterus wagleri",
+    "Icterus parisorum",
+    "Buteo platypterus",
+    "Gallinago gallinago",
+    "Icterus spurius",
+    "Calidris minutilla",
+    "Dumetella carolinensis",
+    "Porphyrio hochstetteri",
+    "Calidris fuscicollis",
+    "Phalaropus tricolor",
+    "Colaptes auratus auratus",
+    "Melanotis caerulescens",
+    "Tiaris olivaceus",
+    "Oreoscoptes montanus",
+    "Limnodromus scolopaceus",
+    "Tringa solitaria",
+    "Sitta carolinensis",
+    "Tringa totanus",
+    "Dendrocygna autumnalis",
+    "Dendrocygna viduata",
+    "Dendrocygna bicolor",
+    "Icterus abeillei",
+    "Vanellus chilensis",
+    "Cygnus buccinator",
+    "Cygnus cygnus",
+    "Cygnus columbianus",
+    "Cygnus olor",
+    "Icterus galbula",
+    "Anas platyrhynchos",
+    "Anas acuta",
+    "Anas crecca",
+    "Anas cyanoptera",
+    "Anas fulvigula",
+    "Anas discors",
+    "Anas strepera",
+    "Anas clypeata",
+    "Anas chlorotis",
+    "Rhipidura leucophrys",
+    "Anas americana",
+    "Bucephala albeola",
+    "Mergus serrator",
+    "Mergus merganser",
+    "Anser anser",
+    "Anser albifrons",
+    "Somateria mollissima",
+    "Rallus obsoletus",
+    "Platycercus elegans",
+    "Melanitta fusca",
+    "Milvus migrans",
+    "Gelochelidon nilotica",
+    "Ninox novaeseelandiae novaeseelandiae",
+    "Melanitta perspicillata",
+    "Aythya collaris",
+    "Aythya ferina",
+    "Aythya fuligula",
+    "Numenius americanus",
+    "Chen caerulescens",
+    "Chamaea fasciata",
+    "Branta canadensis",
+    "Thalasseus elegans",
+    "Branta sandvicensis",
+    "Aythya americana",
+    "Aix sponsa",
+    "Lophodytes cucullatus",
+    "Histrionicus histrionicus",
+    "Aratinga nenday",
+    "Psittacara holochlorus",
+    "Cairina moschata",
+    "Netta rufina",
+    "Psittacara erythrogenys",
+    "Sayornis saya",
+    "Aythya valisineria",
+    "Picoides albolarvatus",
+    "Vermivora cyanoptera",
+    "Corvus caurinus",
+    "Asio otus",
+    "Corvus brachyrhynchos",
+    "Clangula hyemalis",
+    "Chenonetta jubata",
+    "Thalasseus sandvicensis",
+    "Eolophus roseicapilla",
+    "Colaptes rubiginosus",
+    "Meleagris gallopavo silvestris",
+    "Ptiliogonys cinereus",
+    "Elanoides forficatus",
+    "Carduelis carduelis",
+    "Cassiculus melanicterus",
+    "Dendragapus fuliginosus",
+    "Psaltriparus minimus",
+    "Aegithalos caudatus",
+    "Zosterops lateralis lateralis",
+    "Haliaeetus leucogaster",
+    "Uria aalge",
+    "Tringa semipalmata inornatus",
+    "Alauda arvensis",
+    "Galerida cristata",
+    "Delichon urbicum",
+    "Helmitheros vermivorum",
+    "Hylocharis leucotis",
+    "Mimus polyglottos",
+    "Gymnorhina tibicen",
+    "Alcedo atthis",
+    "Streptopelia chinensis",
+    "Bombycilla cedrorum",
+    "Bombycilla garrulus",
+    "Tadorna tadorna",
+    "Petroica australis australis",
+    "Amazona autumnalis",
+    "Dendragapus obscurus",
+    "Catherpes mexicanus",
+    "Tadorna ferruginea",
+    "Campylorhynchus brunneicapillus",
+    "Campylorhynchus rufinucha",
+    "Rhipidura fuliginosa",
+    "Polioptila melanura",
+    "Pelecanus occidentalis carolinensis",
+    "Melozone aberti",
+    "Melozone crissalis",
+    "Thryothorus ludovicianus",
+    "Parabuteo unicinctus",
+    "Anas platyrhynchos domesticus",
+    "Troglodytes aedon",
+    "Buteo lineatus elegans",
+    "Thamnophilus doliatus",
+    "Thryomanes bewickii",
+    "Tadorna variegata",
+    "Myioborus miniatus",
+    "Phalacrocorax varius varius",
+    "Myioborus pictus",
+    "Larus argentatus smithsonianus",
+    "Parkesia motacilla",
+    "Sula granti",
+    "Ara macao",
+    "Peucaea ruficauda",
+    "Calidris subruficollis",
+    "Phoenicopterus roseus",
+    "Morus bassanus",
+    "Pelecanus occidentalis californicus",
+    "Glaucidium brasilianum",
+    "Oxyura jamaicensis",
+    "Myiarchus cinerascens",
+    "Chloroceryle americana",
+    "Sturnella neglecta",
+    "Ramphastos ambiguus",
+    "Paroaria coronata",
+    "Buteo buteo",
+    "Myiodynastes luteiventris",
+    "Contopus sordidulus",
+    "Corvus corone",
+    "Cyanoramphus novaezelandiae",
+    "Contopus virens",
+    "Contopus pertinax",
+    "Contopus cooperi",
+    "Larus argentatus",
+    "Halcyon smyrnensis",
+    "Onychognathus morio",
+    "Cyanocompsa parellina",
+    "Cistothorus palustris",
+    "Tyto alba",
+    "Trogon caligatus",
+    "Corvus monedula",
+    "Corvus ossifragus",
+    "Spheniscus demersus",
+    "Corvus frugilegus",
+    "Corvus splendens",
+    "Branta bernicla",
+    "Larus hyperboreus",
+    "Columba livia domestica",
+    "Garrulus glandarius",
+    "Anser anser domesticus",
+    "Mitrephanes phaeocercus",
+    "Ardenna creatopus",
+    "Ardenna gravis",
+    "background"
+  ],
+  "input_size": 224,
+  "num_classes": 965,
+  "preprocess": {
+    "normalize": "none",
+    "scale": [
+      0.00392156862745098
+    ],
+    "channels": "RGB",
+    "layout": "NHWC"
+  },
+  "arch": "mobilenet_v2",
+  "source": "Google AIY Vision Classifier Birds V1 (aiy/vision/classifier/birds_V1) \u2014 MobileNetV2 trained on iNaturalist community photos; obtained via Kaggle Models google/aiy/tensorFlow1/vision-classifier-birds-v1",
+  "license": "Apache-2.0",
+  "output": "probabilities (softmax ALREADY applied in-graph \u2014 do NOT re-softmax)",
+  "background_class_index": 964,
+  "notes": "Class index == label id. Index 964 is 'background'. Names are scientific (Latin) species names."
+}

animalClassification/bird-classifier/openvino/bird-classifier.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bef863425e1774fba8bf8809a4d690466eeaf183e8d9278493a584a436304339
+size 13772216

audioClassification/yamnet/README.md

@@ -0,0 +1,16 @@
+<!-- Hand-written 2026-09-26 (plan docs/superpowers/plans/2026-09-26-model-license-compliance.md, Task 2) in camstack/server hf/camstack-models/. Edit it there, not on the Hub. -->
+
+# audioClassification/yamnet: YAMNet, audio classification
+
+| | |
+| --- | --- |
+| Catalog id | `yamnet-onnx` (521 AudioSet classes) |
+| Upstream | tensorflow/models, `research/audioset/yamnet`: https://github.com/tensorflow/models/tree/master/research/audioset/yamnet |
+| Obtained from | the YAMNet TensorFlow model; `tf/` holds the TensorFlow SavedModel the conversion was made from |
+| Code licence | Apache-2.0 |
+| **Weights licence** | Apache-2.0 ([`LICENSES/Apache-2.0.txt`](../../LICENSES/Apache-2.0.txt)) |
+| Training data | AudioSet ontology and labels © Google LLC, CC BY 4.0 ([`LICENSES/CC-BY-4.0.txt`](../../LICENSES/CC-BY-4.0.txt)), https://research.google.com/audioset/ |
+| CamStack modifications | converted from TensorFlow with tf2onnx; OpenVINO IR derived from the ONNX |
+| Commercial use | permitted by Apache-2.0 |
+
+CamStack redistributes the files in this folder; every change from the upstream is stated above. Converting a model does not change its licence. The collection statement is [`LICENSE`](../../LICENSE); every model's attribution is in [`THIRD_PARTY_MODELS.md`](../../THIRD_PARTY_MODELS.md).

audioClassification/yamnet/camstack-yamnet-labels.json

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+["Speech", "Child speech, kid speaking", "Conversation", "Narration, monologue", "Babbling", "Speech synthesizer", "Shout", "Bellow", "Whoop", "Yell", "Children shouting", "Screaming", "Whispering", "Laughter", "Baby laughter", "Giggle", "Snicker", "Belly laugh", "Chuckle, chortle", "Crying, sobbing", "Baby cry, infant cry", "Whimper", "Wail, moan", "Sigh", "Singing", "Choir", "Yodeling", "Chant", "Mantra", "Child singing", "Synthetic singing", "Rapping", "Humming", "Groan", "Grunt", "Whistling", "Breathing", "Wheeze", "Snoring", "Gasp", "Pant", "Snort", "Cough", "Throat clearing", "Sneeze", "Sniff", "Run", "Shuffle", "Walk, footsteps", "Chewing, mastication", "Biting", "Gargling", "Stomach rumble", "Burping, eructation", "Hiccup", "Fart", "Hands", "Finger snapping", "Clapping", "Heart sounds, heartbeat", "Heart murmur", "Cheering", "Applause", "Chatter", "Crowd", "Hubbub, speech noise, speech babble", "Children playing", "Animal", "Domestic animals, pets", "Dog", "Bark", "Yip", "Howl", "Bow-wow", "Growling", "Whimper (dog)", "Cat", "Purr", "Meow", "Hiss", "Caterwaul", "Livestock, farm animals, working animals", "Horse", "Clip-clop", "Neigh, whinny", "Cattle, bovinae", "Moo", "Cowbell", "Pig", "Oink", "Goat", "Bleat", "Sheep", "Fowl", "Chicken, rooster", "Cluck", "Crowing, cock-a-doodle-doo", "Turkey", "Gobble", "Duck", "Quack", "Goose", "Honk", "Wild animals", "Roaring cats (lions, tigers)", "Roar", "Bird", "Bird vocalization, bird call, bird song", "Chirp, tweet", "Squawk", "Pigeon, dove", "Coo", "Crow", "Caw", "Owl", "Hoot", "Bird flight, flapping wings", "Canidae, dogs, wolves", "Rodents, rats, mice", "Mouse", "Patter", "Insect", "Cricket", "Mosquito", "Fly, housefly", "Buzz", "Bee, wasp, etc.", "Frog", "Croak", "Snake", "Rattle", "Whale vocalization", "Music", "Musical instrument", "Plucked string instrument", "Guitar", "Electric guitar", "Bass guitar", "Acoustic guitar", "Steel guitar, slide guitar", "Tapping (guitar technique)", "Strum", "Banjo", "Sitar", "Mandolin", "Zither", "Ukulele", "Keyboard (musical)", "Piano", "Electric piano", "Organ", "Electronic organ", "Hammond organ", "Synthesizer", "Sampler", "Harpsichord", "Percussion", "Drum kit", "Drum machine", "Drum", "Snare drum", "Rimshot", "Drum roll", "Bass drum", "Timpani", "Tabla", "Cymbal", "Hi-hat", "Wood block", "Tambourine", "Rattle (instrument)", "Maraca", "Gong", "Tubular bells", "Mallet percussion", "Marimba, xylophone", "Glockenspiel", "Vibraphone", "Steelpan", "Orchestra", "Brass instrument", "French horn", "Trumpet", "Trombone", "Bowed string instrument", "String section", "Violin, fiddle", "Pizzicato", "Cello", "Double bass", "Wind instrument, woodwind instrument", "Flute", "Saxophone", "Clarinet", "Harp", "Bell", "Church bell", "Jingle bell", "Bicycle bell", "Tuning fork", "Chime", "Wind chime", "Change ringing (campanology)", "Harmonica", "Accordion", "Bagpipes", "Didgeridoo", "Shofar", "Theremin", "Singing bowl", "Scratching (performance technique)", "Pop music", "Hip hop music", "Beatboxing", "Rock music", "Heavy metal", "Punk rock", "Grunge", "Progressive rock", "Rock and roll", "Psychedelic rock", "Rhythm and blues", "Soul music", "Reggae", "Country", "Swing music", "Bluegrass", "Funk", "Folk music", "Middle Eastern music", "Jazz", "Disco", "Classical music", "Opera", "Electronic music", "House music", "Techno", "Dubstep", "Drum and bass", "Electronica", "Electronic dance music", "Ambient music", "Trance music", "Music of Latin America", "Salsa music", "Flamenco", "Blues", "Music for children", "New-age music", "Vocal music", "A capella", "Music of Africa", "Afrobeat", "Christian music", "Gospel music", "Music of Asia", "Carnatic music", "Music of Bollywood", "Ska", "Traditional music", "Independent music", "Song", "Background music", "Theme music", "Jingle (music)", "Soundtrack music", "Lullaby", "Video game music", "Christmas music", "Dance music", "Wedding music", "Happy music", "Sad music", "Tender music", "Exciting music", "Angry music", "Scary music", "Wind", "Rustling leaves", "Wind noise (microphone)", "Thunderstorm", "Thunder", "Water", "Rain", "Raindrop", "Rain on surface", "Stream", "Waterfall", "Ocean", "Waves, surf", "Steam", "Gurgling", "Fire", "Crackle", "Vehicle", "Boat, Water vehicle", "Sailboat, sailing ship", "Rowboat, canoe, kayak", "Motorboat, speedboat", "Ship", "Motor vehicle (road)", "Car", "Vehicle horn, car horn, honking", "Toot", "Car alarm", "Power windows, electric windows", "Skidding", "Tire squeal", "Car passing by", "Race car, auto racing", "Truck", "Air brake", "Air horn, truck horn", "Reversing beeps", "Ice cream truck, ice cream van", "Bus", "Emergency vehicle", "Police car (siren)", "Ambulance (siren)", "Fire engine, fire truck (siren)", "Motorcycle", "Traffic noise, roadway noise", "Rail transport", "Train", "Train whistle", "Train horn", "Railroad car, train wagon", "Train wheels squealing", "Subway, metro, underground", "Aircraft", "Aircraft engine", "Jet engine", "Propeller, airscrew", "Helicopter", "Fixed-wing aircraft, airplane", "Bicycle", "Skateboard", "Engine", "Light engine (high frequency)", "Dental drill, dentist's drill", "Lawn mower", "Chainsaw", "Medium engine (mid frequency)", "Heavy engine (low frequency)", "Engine knocking", "Engine starting", "Idling", "Accelerating, revving, vroom", "Door", "Doorbell", "Ding-dong", "Sliding door", "Slam", "Knock", "Tap", "Squeak", "Cupboard open or close", "Drawer open or close", "Dishes, pots, and pans", "Cutlery, silverware", "Chopping (food)", "Frying (food)", "Microwave oven", "Blender", "Water tap, faucet", "Sink (filling or washing)", "Bathtub (filling or washing)", "Hair dryer", "Toilet flush", "Toothbrush", "Electric toothbrush", "Vacuum cleaner", "Zipper (clothing)", "Keys jangling", "Coin (dropping)", "Scissors", "Electric shaver, electric razor", "Shuffling cards", "Typing", "Typewriter", "Computer keyboard", "Writing", "Alarm", "Telephone", "Telephone bell ringing", "Ringtone", "Telephone dialing, DTMF", "Dial tone", "Busy signal", "Alarm clock", "Siren", "Civil defense siren", "Buzzer", "Smoke detector, smoke alarm", "Fire alarm", "Foghorn", "Whistle", "Steam whistle", "Mechanisms", "Ratchet, pawl", "Clock", "Tick", "Tick-tock", "Gears", "Pulleys", "Sewing machine", "Mechanical fan", "Air conditioning", "Cash register", "Printer", "Camera", "Single-lens reflex camera", "Tools", "Hammer", "Jackhammer", "Sawing", "Filing (rasp)", "Sanding", "Power tool", "Drill", "Explosion", "Gunshot, gunfire", "Machine gun", "Fusillade", "Artillery fire", "Cap gun", "Fireworks", "Firecracker", "Burst, pop", "Eruption", "Boom", "Wood", "Chop", "Splinter", "Crack", "Glass", "Chink, clink", "Shatter", "Liquid", "Splash, splatter", "Slosh", "Squish", "Drip", "Pour", "Trickle, dribble", "Gush", "Fill (with liquid)", "Spray", "Pump (liquid)", "Stir", "Boiling", "Sonar", "Arrow", "Whoosh, swoosh, swish", "Thump, thud", "Thunk", "Electronic tuner", "Effects unit", "Chorus effect", "Basketball bounce", "Bang", "Slap, smack", "Whack, thwack", "Smash, crash", "Breaking", "Bouncing", "Whip", "Flap", "Scratch", "Scrape", "Rub", "Roll", "Crushing", "Crumpling, crinkling", "Tearing", "Beep, bleep", "Ping", "Ding", "Clang", "Squeal", "Creak", "Rustle", "Whir", "Clatter", "Sizzle", "Clicking", "Clickety-clack", "Rumble", "Plop", "Jingle, tinkle", "Hum", "Zing", "Boing", "Crunch", "Silence", "Sine wave", "Harmonic", "Chirp tone", "Sound effect", "Pulse", "Inside, small room", "Inside, large room or hall", "Inside, public space", "Outside, urban or manmade", "Outside, rural or natural", "Reverberation", "Echo", "Noise", "Environmental noise", "Static", "Mains hum", "Distortion", "Sidetone", "Cacophony", "White noise", "Pink noise", "Throbbing", "Vibration", "Television", "Radio", "Field recording"]

audioClassification/yamnet/onnx/camstack-yamnet.onnx

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clip/siglip2/README.md

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+---
+license: apache-2.0
+library_name: onnx
+base_model: google/siglip2-base-patch16-224
+tags:
+  - clip
+  - siglip2
+  - semantic-search
+  - camstack
+---
+
+# SigLIP2 B/16-224: CamStack build
+
+Google SigLIP2 base (patch 16, 224×224) image and text encoders, re-packaged for
+the CamStack inference pool and embedding encoder. 768-dimensional embeddings.
+Selectable on the `clip-embedding` step as `siglip2-b16-224` (image) with the
+text encoder `siglip2-b16-224-text`.
+
+| Tower | Format | File | Precision |
+| --- | --- | --- | --- |
+| vision | ONNX | `onnx/camstack-siglip2-b16-224-vision.onnx` | fp32 (reference; not in the catalog) |
+| vision | OpenVINO IR | `openvino/camstack-siglip2-b16-224-vision.{xml,bin}` | fp16 |
+| vision | CoreML | `coreml/camstack-siglip2-b16-224-vision.mlpackage` | fp16 |
+| text | ONNX | `onnx/camstack-siglip2-b16-224-text.onnx` | fp16 weights, fp32 I/O |
+| text | OpenVINO IR | `openvino/camstack-siglip2-b16-224-text.{xml,bin}` | fp16 |
+| text | CoreML | `coreml/camstack-siglip2-b16-224-text.mlpackage` | fp16, `input_ids` int32 [1,64] |
+| tokenizer | HF `tokenizers` | `onnx/camstack-siglip2-b16-224-tokenizer.json` | — |
+
+## Source
+
+- Model: `google/siglip2-base-patch16-224`,
+  <https://huggingface.co/google/siglip2-base-patch16-224>, revision
+  `75de2d55ec2d0b4efc50b3e9ad70dba96a7b2fa2`. Licence: Apache-2.0 (model card
+  `license: apache-2.0`).
+- Code: <https://github.com/google-research/big_vision> (Apache-2.0).
+- Paper: Tschannen et al., "SigLIP 2: Multilingual Vision-Language Encoders with
+  Improved Semantic Understanding, Localization, and Dense Features", 2025,
+  <https://arxiv.org/abs/2502.14786>.
+- Training data: WebLI (Google internal, never released).
+
+## Modifications
+
+These files are a modified version of the upstream model (Apache-2.0 §4(b)):
+
+1. **Vision input contract.** The vision graph takes RGB float in [0,1]
+   (NCHW, N×3×224×224) and applies SigLIP's `(x - 0.5) / 0.5` = `2x - 1`
+   inside the graph, ahead of the patch embedding. The output is the single
+   pooled `embedding` [N,768], not L2-normalised.
+2. **Text slice.** The text graph takes `input_ids` int64 [1,L] and slices it to
+   the model's 64 positions (`input_ids[:, :64]`) before the embedding lookup, so
+   a caller that pads to CLIP's 77 tokens gets the same embedding for any query
+   under 64 tokens.
+3. **Lower-casing tokenizer.** `camstack-siglip2-b16-224-tokenizer.json` is the upstream `tokenizer.json` with a
+   `Lowercase` normalizer prepended: the model was trained on lower-cased text
+   and the upstream processor does not lower-case.
+4. **Format conversion and precision.** OpenVINO IR and CoreML at fp16; the text
+   ONNX weights converted to fp16 (inputs and outputs stay int64/fp32).
+
+Built and verified by `scripts/build-siglip2-model.py` in the CamStack
+repository (https://github.com/camstack/server): cross-format cosine against the
+fp32 reference, tokenizer ids equal to the reference processor, and the
+image-text embedding space checked on reference images.
+
+## Licence
+
+Apache License, Version 2.0 — <https://www.apache.org/licenses/LICENSE-2.0>;
+full text in [`LICENSES/Apache-2.0.txt`](../../LICENSES/Apache-2.0.txt). The
+upstream model is © Google LLC. CamStack's changes are listed above. Every
+model's attribution is in [`THIRD_PARTY_MODELS.md`](../../THIRD_PARTY_MODELS.md).

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