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edgetpuSets cards: the decision record is CamStack D724
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metadata
license: other
tags:
  - edge-tpu
  - coral
  - camstack

Co-compiled Edge TPU set face-plate-bird — CamStack

Files for ONE Coral, compiled together by edgetpu_compiler 14.1 so they share the Edge TPU parameter cache instead of evicting each other (CamStack D724). A CamStack Coral pool loads this set when the models placed on it are covered by it; load the files of one set on one Coral, never mixed with other sets or with the separately compiled builds. Built by scripts/build-edgetpu-sets.py.

Member (compile order = cache priority) Catalog model On chip Streamed per invoke
face-plate-bird__camstack-yunet-2023mar_int8_edgetpu.tflite yunet-2023mar 0.11 MiB 0.00 MiB
face-plate-bird__camstack-yolox-tiny-plate_int8_edgetpu.tflite yolox-tiny-plate 3.23 MiB 2.27 MiB
face-plate-bird__mobilenet_v2_1.0_224_inat_bird_quant_edgetpu.tflite bird-classifier 0.00 MiB 4.54 MiB

Each member is the same integer graph as its catalog model's own tflite build; only the compilation differs.

Licences

  • YuNet 2023mar, weights MIT (Copyright (c) 2020 Shiqi Yu); training data WIDER FACE (CC BY-NC-ND images)
  • YOLOX-tiny plate detector by the open-lpr project, Apache-2.0 (NOTICE in this folder; training data terms UNKNOWN)
  • Google AIY Vision Birds V1, Apache-2.0