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Detectron2-Panoptic-Segmentation

Image Segmentation
PyTorch
android
Model card Files
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v0.65.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.65.0 for changelog.

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  1. LICENSE +1 -0
  2. README.md +203 -0
  3. release_assets.json +46 -0
LICENSE ADDED
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+ The license of the original trained model can be found at https://github.com/facebookresearch/detectron2/blob/main/LICENSE.
README.md ADDED
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+ ---
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+ library_name: pytorch
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+ license: apache-2.0
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+ tags:
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+ - android
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+ pipeline_tag: image-segmentation
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+
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+ ---
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+
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+ ![](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/web-assets/model_demo.png)
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+
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+ # Detectron2-Panoptic-Segmentation: Optimized for Qualcomm Devices
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+
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+ Detectron2-Panoptic-Segmentation is a machine learning model that performs panoptic segmentation (trained on COCO dataset), combining instance and semantic segmentation.
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+
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+ This is based on the implementation of Detectron2-Panoptic-Segmentation found [here](https://github.com/facebookresearch/detectron2/).
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+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.65.0/src/qai_hub_models/models/detectron2_panoptic_seg) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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+
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+ Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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+
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+ ## Getting Started
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+ There are two ways to deploy this model on your device:
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+
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+ ### Option 1: Download Pre-Exported Models
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+
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+ Below are pre-exported model assets ready for deployment.
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+
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+ | Runtime | Precision | Chipset | SDK Versions | Download |
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+ |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/releases/v0.65.0/detectron2_panoptic_seg-onnx-float.zip)
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+ | ONNX | mixed | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/releases/v0.65.0/detectron2_panoptic_seg-onnx-mixed.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/releases/v0.65.0/detectron2_panoptic_seg-qnn_dlc-float.zip)
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+ | QNN_DLC | mixed | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/releases/v0.65.0/detectron2_panoptic_seg-qnn_dlc-mixed.zip)
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+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/releases/v0.65.0/detectron2_panoptic_seg-tflite-float.zip)
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+
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+ For more device-specific assets and performance metrics, visit **[Detectron2-Panoptic-Segmentation on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detectron2_panoptic_seg)**.
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+
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+
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+ ### Option 2: Export with Custom Configurations
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+
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+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.65.0/src/qai_hub_models/models/detectron2_panoptic_seg) Python library to compile and export the model with your own:
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+ - Custom weights (e.g., fine-tuned checkpoints)
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+ - Custom input shapes
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+ - Target device and runtime configurations
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+
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+ This option is ideal if you need to customize the model beyond the default configuration provided here.
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+
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+ See our repository for [Detectron2-Panoptic-Segmentation on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.65.0/src/qai_hub_models/models/detectron2_panoptic_seg) for usage instructions.
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+
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+ ## Model Details
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+
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+ **Model Type:** Model_use_case.semantic_segmentation
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+
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+ **Model Stats:**
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+ - Input resolution: 800x800
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+ - Model checkpoint: panoptic_fpn_R_50_1x
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+ - Model size (float): 176 MB
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+ - Number of parameters: 46.0M
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+
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+ ## Performance Summary
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+ | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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+ |---|---|---|---|---|---|---
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+ | proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 58.041 ms | 132 - 1448 MB | NPU
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+ | proposal_generator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 71.409 ms | 115 - 1358 MB | NPU
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+ | proposal_generator | ONNX | float | Snapdragon® X2 Elite | 58.034 ms | 272 - 272 MB | NPU
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+ | proposal_generator | ONNX | float | Snapdragon® X Elite | 107.562 ms | 268 - 268 MB | NPU
67
+ | proposal_generator | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 151.693 ms | 136 - 1473 MB | NPU
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+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 138.806 ms | 7 - 19 MB | NPU
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+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 111.327 ms | 64 - 139 MB | NPU
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+ | proposal_generator | ONNX | float | Qualcomm® QCS8450 | 151.693 ms | 136 - 1473 MB | NPU
71
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 136.191 ms | 7 - 18 MB | NPU
72
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 107.562 ms | 268 - 268 MB | NPU
73
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 71.409 ms | 115 - 1358 MB | NPU
74
+ | proposal_generator | ONNX | float | Snapdragon�� 8 Elite Extreme Gen 6 Mobile | 43.068 ms | 133 - 1383 MB | NPU
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+ | proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 6 Mobile | 62.105 ms | 79 - 1273 MB | NPU
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+ | proposal_generator | ONNX | mixed | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 43.461 ms | 226 - 1348 MB | NPU
77
+ | proposal_generator | ONNX | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 53.494 ms | 226 - 1301 MB | NPU
78
+ | proposal_generator | ONNX | mixed | Snapdragon® X2 Elite | 42.143 ms | 281 - 281 MB | NPU
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+ | proposal_generator | ONNX | mixed | Snapdragon® X Elite | 83.186 ms | 282 - 282 MB | NPU
80
+ | proposal_generator | ONNX | mixed | Snapdragon® 8 Gen 1 Mobile | 103.85 ms | 229 - 1450 MB | NPU
81
+ | proposal_generator | ONNX | mixed | Qualcomm® Dragonwing™ IQ-8275 | 88.558 ms | 36 - 47 MB | NPU
82
+ | proposal_generator | ONNX | mixed | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 84.317 ms | 222 - 226 MB | NPU
83
+ | proposal_generator | ONNX | mixed | Qualcomm® QCS8450 | 103.85 ms | 229 - 1450 MB | NPU
84
+ | proposal_generator | ONNX | mixed | Qualcomm® Dragonwing™ IQ-9075 | 87.981 ms | 57 - 67 MB | NPU
85
+ | proposal_generator | ONNX | mixed | Qualcomm® Dragonwing™ IQ-X7181 | 83.186 ms | 282 - 282 MB | NPU
86
+ | proposal_generator | ONNX | mixed | Qualcomm® Dragonwing™ Q-8750 | 53.494 ms | 226 - 1301 MB | NPU
87
+ | proposal_generator | ONNX | mixed | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 60.751 ms | 233 - 1778 MB | NPU
88
+ | proposal_generator | ONNX | mixed | Snapdragon® 8 Elite Gen 6 Mobile | 90.887 ms | 231 - 1711 MB | NPU
89
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 57.355 ms | 7 - 1187 MB | NPU
90
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 69.995 ms | 0 - 1117 MB | NPU
91
+ | proposal_generator | QNN_DLC | float | Snapdragon® X2 Elite | 57.884 ms | 7 - 7 MB | NPU
92
+ | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 107.578 ms | 7 - 7 MB | NPU
93
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 139.749 ms | 0 - 1349 MB | NPU
94
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 139.37 ms | 7 - 78 MB | NPU
95
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 113.013 ms | 1 - 10 MB | NPU
96
+ | proposal_generator | QNN_DLC | float | Qualcomm® QCS8450 | 139.749 ms | 0 - 1349 MB | NPU
97
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 135.355 ms | 7 - 77 MB | NPU
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+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 107.578 ms | 7 - 7 MB | NPU
99
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 69.995 ms | 0 - 1117 MB | NPU
100
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 150.22 ms | 1 - 1170 MB | NPU
101
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 43.083 ms | 7 - 1228 MB | NPU
102
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 6 Mobile | 58.736 ms | 7 - 1275 MB | NPU
103
+ | proposal_generator | QNN_DLC | mixed | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 35.963 ms | 4 - 1061 MB | NPU
104
+ | proposal_generator | QNN_DLC | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 45.313 ms | 0 - 1022 MB | NPU
105
+ | proposal_generator | QNN_DLC | mixed | Snapdragon® X2 Elite | 36.258 ms | 7 - 7 MB | NPU
106
+ | proposal_generator | QNN_DLC | mixed | Snapdragon® X Elite | 63.412 ms | 7 - 7 MB | NPU
107
+ | proposal_generator | QNN_DLC | mixed | Snapdragon® 8 Gen 1 Mobile | 77.227 ms | 7 - 1187 MB | NPU
108
+ | proposal_generator | QNN_DLC | mixed | Qualcomm® Dragonwing™ IQ-8275 | 64.919 ms | 7 - 78 MB | NPU
109
+ | proposal_generator | QNN_DLC | mixed | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 67.86 ms | 7 - 10 MB | NPU
110
+ | proposal_generator | QNN_DLC | mixed | Qualcomm® QCS8450 | 77.227 ms | 7 - 1187 MB | NPU
111
+ | proposal_generator | QNN_DLC | mixed | Qualcomm® Dragonwing™ IQ-9075 | 64.863 ms | 7 - 77 MB | NPU
112
+ | proposal_generator | QNN_DLC | mixed | Qualcomm® Dragonwing™ IQ-X7181 | 63.412 ms | 7 - 7 MB | NPU
113
+ | proposal_generator | QNN_DLC | mixed | Qualcomm® Dragonwing™ Q-8750 | 45.313 ms | 0 - 1022 MB | NPU
114
+ | proposal_generator | QNN_DLC | mixed | Qualcomm® SA8295P | 84.177 ms | 0 - 1014 MB | NPU
115
+ | proposal_generator | QNN_DLC | mixed | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 50.696 ms | 7 - 1504 MB | NPU
116
+ | proposal_generator | QNN_DLC | mixed | Snapdragon® 8 Elite Gen 6 Mobile | 75.102 ms | 7 - 1449 MB | NPU
117
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 55.073 ms | 66 - 1295 MB | NPU
118
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 65.284 ms | 67 - 1296 MB | NPU
119
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 140.2 ms | 68 - 1509 MB | NPU
120
+ | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 134.847 ms | 15 - 164 MB | NPU
121
+ | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 105.412 ms | 68 - 71 MB | NPU
122
+ | proposal_generator | TFLITE | float | Qualcomm® QCS8450 | 140.2 ms | 68 - 1509 MB | NPU
123
+ | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 130.942 ms | 44 - 192 MB | NPU
124
+ | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 65.284 ms | 67 - 1296 MB | NPU
125
+ | proposal_generator | TFLITE | float | Qualcomm® SA8295P | 141.503 ms | 68 - 1274 MB | NPU
126
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 43.273 ms | 26 - 1301 MB | NPU
127
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 6 Mobile | 60.001 ms | 29 - 1243 MB | NPU
128
+ | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 67.89 ms | 102 - 1196 MB | NPU
129
+ | roi_head | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 86.719 ms | 104 - 965 MB | NPU
130
+ | roi_head | ONNX | float | Snapdragon® X2 Elite | 62.993 ms | 133 - 133 MB | NPU
131
+ | roi_head | ONNX | float | Snapdragon® X Elite | 130.432 ms | 133 - 133 MB | NPU
132
+ | roi_head | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 195.226 ms | 114 - 1090 MB | NPU
133
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 174.323 ms | 52 - 108 MB | NPU
134
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 145.307 ms | 98 - 107 MB | NPU
135
+ | roi_head | ONNX | float | Qualcomm® QCS8450 | 195.226 ms | 114 - 1090 MB | NPU
136
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 173.125 ms | 52 - 107 MB | NPU
137
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 130.432 ms | 133 - 133 MB | NPU
138
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 86.719 ms | 104 - 965 MB | NPU
139
+ | roi_head | ONNX | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 48.169 ms | 114 - 962 MB | NPU
140
+ | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 6 Mobile | 73.341 ms | 115 - 1245 MB | NPU
141
+ | roi_head | ONNX | mixed | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 31.705 ms | 125 - 957 MB | NPU
142
+ | roi_head | ONNX | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 41.346 ms | 160 - 986 MB | NPU
143
+ | roi_head | ONNX | mixed | Snapdragon® X2 Elite | 35.419 ms | 266 - 266 MB | NPU
144
+ | roi_head | ONNX | mixed | Snapdragon® X Elite | 74.859 ms | 266 - 266 MB | NPU
145
+ | roi_head | ONNX | mixed | Snapdragon® 8 Gen 1 Mobile | 88.48 ms | 153 - 1082 MB | NPU
146
+ | roi_head | ONNX | mixed | Qualcomm® Dragonwing™ IQ-8275 | 77.088 ms | 52 - 95 MB | NPU
147
+ | roi_head | ONNX | mixed | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 74.149 ms | 191 - 195 MB | NPU
148
+ | roi_head | ONNX | mixed | Qualcomm® QCS8450 | 88.48 ms | 153 - 1082 MB | NPU
149
+ | roi_head | ONNX | mixed | Qualcomm® Dragonwing™ IQ-9075 | 79.833 ms | 52 - 94 MB | NPU
150
+ | roi_head | ONNX | mixed | Qualcomm® Dragonwing™ IQ-X7181 | 74.859 ms | 266 - 266 MB | NPU
151
+ | roi_head | ONNX | mixed | Qualcomm® Dragonwing™ Q-8750 | 41.346 ms | 160 - 986 MB | NPU
152
+ | roi_head | ONNX | mixed | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 30.681 ms | 169 - 1130 MB | NPU
153
+ | roi_head | ONNX | mixed | Snapdragon® 8 Elite Gen 6 Mobile | 41.951 ms | 169 - 1241 MB | NPU
154
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 59.672 ms | 19 - 863 MB | NPU
155
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 73.683 ms | 38 - 1013 MB | NPU
156
+ | roi_head | QNN_DLC | float | Snapdragon® X2 Elite | 61.006 ms | 52 - 52 MB | NPU
157
+ | roi_head | QNN_DLC | float | Snapdragon® X Elite | 115.929 ms | 52 - 52 MB | NPU
158
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 187.628 ms | 0 - 869 MB | NPU
159
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 168.04 ms | 52 - 155 MB | NPU
160
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 122.951 ms | 52 - 55 MB | NPU
161
+ | roi_head | QNN_DLC | float | Qualcomm® QCS8450 | 187.628 ms | 0 - 869 MB | NPU
162
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 154.412 ms | 52 - 154 MB | NPU
163
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 115.929 ms | 52 - 52 MB | NPU
164
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 73.683 ms | 38 - 1013 MB | NPU
165
+ | roi_head | QNN_DLC | float | Qualcomm® SA8295P | 185.187 ms | 39 - 842 MB | NPU
166
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 43.612 ms | 0 - 885 MB | NPU
167
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 6 Mobile | 69.393 ms | 52 - 989 MB | NPU
168
+ | roi_head | QNN_DLC | mixed | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 29.21 ms | 17 - 694 MB | NPU
169
+ | roi_head | QNN_DLC | mixed | Snapdragon® 8 Elite For Galaxy Mobile | 36.439 ms | 36 - 920 MB | NPU
170
+ | roi_head | QNN_DLC | mixed | Snapdragon® X2 Elite | 31.482 ms | 52 - 52 MB | NPU
171
+ | roi_head | QNN_DLC | mixed | Snapdragon® X Elite | 65.98 ms | 52 - 52 MB | NPU
172
+ | roi_head | QNN_DLC | mixed | Snapdragon® 8 Gen 1 Mobile | 98.357 ms | 9 - 805 MB | NPU
173
+ | roi_head | QNN_DLC | mixed | Qualcomm® Dragonwing™ IQ-8275 | 64.015 ms | 52 - 155 MB | NPU
174
+ | roi_head | QNN_DLC | mixed | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 66.349 ms | 52 - 54 MB | NPU
175
+ | roi_head | QNN_DLC | mixed | Qualcomm® QCS8450 | 98.357 ms | 9 - 805 MB | NPU
176
+ | roi_head | QNN_DLC | mixed | Qualcomm® Dragonwing™ IQ-9075 | 71.908 ms | 52 - 154 MB | NPU
177
+ | roi_head | QNN_DLC | mixed | Qualcomm® Dragonwing™ IQ-X7181 | 65.98 ms | 52 - 52 MB | NPU
178
+ | roi_head | QNN_DLC | mixed | Qualcomm® Dragonwing™ Q-8750 | 36.439 ms | 36 - 920 MB | NPU
179
+ | roi_head | QNN_DLC | mixed | Qualcomm® SA8295P | 91.729 ms | 42 - 731 MB | NPU
180
+ | roi_head | QNN_DLC | mixed | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 35.132 ms | 52 - 822 MB | NPU
181
+ | roi_head | QNN_DLC | mixed | Snapdragon® 8 Elite Gen 6 Mobile | 39.577 ms | 52 - 1137 MB | NPU
182
+ | roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 130.6 ms | 49 - 1444 MB | NPU
183
+ | roi_head | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 155.126 ms | 46 - 1282 MB | NPU
184
+ | roi_head | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 337.951 ms | 46 - 1531 MB | NPU
185
+ | roi_head | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 265.87 ms | 0 - 151 MB | NPU
186
+ | roi_head | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 262.028 ms | 48 - 52 MB | NPU
187
+ | roi_head | TFLITE | float | Qualcomm® QCS8450 | 337.951 ms | 46 - 1531 MB | NPU
188
+ | roi_head | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 292.683 ms | 0 - 151 MB | NPU
189
+ | roi_head | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 155.126 ms | 46 - 1282 MB | NPU
190
+ | roi_head | TFLITE | float | Qualcomm® SA8295P | 325.618 ms | 48 - 1342 MB | NPU
191
+ | roi_head | TFLITE | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 112.707 ms | 6 - 1401 MB | NPU
192
+ | roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 6 Mobile | 132.329 ms | 9 - 1404 MB | NPU
193
+
194
+ ## License
195
+ * The license for the original implementation of Detectron2-Panoptic-Segmentation can be found
196
+ [here](https://github.com/facebookresearch/detectron2/blob/main/LICENSE).
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+
198
+ ## References
199
+ * [Source Model Implementation](https://github.com/facebookresearch/detectron2/)
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+
201
+ ## Community
202
+ * Join [our AI Hub Slack community](https://aihub.qualcomm.com/community/slack) to collaborate, post questions and learn more about on-device AI.
203
+ * For questions or feedback please [reach out to us](mailto:ai-hub-support@qti.qualcomm.com).
release_assets.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "version": "0.65.0",
3
+ "precisions": {
4
+ "float": {
5
+ "universal_assets": {
6
+ "onnx": {
7
+ "tool_versions": {
8
+ "qairt": "2.50.0.260828221209",
9
+ "onnx_runtime": "1.30.0"
10
+ },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/releases/v0.65.0/detectron2_panoptic_seg-onnx-float.zip"
12
+ },
13
+ "qnn_dlc": {
14
+ "tool_versions": {
15
+ "qairt": "2.50.0.260828221209"
16
+ },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/releases/v0.65.0/detectron2_panoptic_seg-qnn_dlc-float.zip"
18
+ },
19
+ "tflite": {
20
+ "tool_versions": {
21
+ "qairt": "2.50.0.260828221209",
22
+ "litert": "1.4.2"
23
+ },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/releases/v0.65.0/detectron2_panoptic_seg-tflite-float.zip"
25
+ }
26
+ }
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+ "mixed": {
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+ },
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+ "qnn_dlc": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_panoptic_seg/releases/v0.65.0/detectron2_panoptic_seg-qnn_dlc-mixed.zip"
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+ }