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Person-Foot-Detection

Object Detection
PyTorch
real_time
bu_iot
android
Model card Files
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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (3) hide show
  1. LICENSE +1 -1
  2. README.md +76 -76
  3. release_assets.json +9 -9
LICENSE CHANGED
@@ -1 +1 @@
1
- The license of the original trained model can be found at https://github.com/quic/ai-hub-models/blob/main/LICENSE.
 
1
+ The license of the original trained model can be found at https://github.com/qualcomm/ai-hub-models/blob/main/LICENSE.
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: object-detection
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  Real-time multiple person detection with accurate feet localization optimized for mobile and edge.
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- This is based on the implementation of Person-Foot-Detection found [here](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/foot_track_net/model.py).
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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/main/src/qai_hub_models/models/foot_track_net) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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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.
@@ -29,14 +29,14 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.51.0/foot_track_net-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.51.0/foot_track_net-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.51.0/foot_track_net-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.51.0/foot_track_net-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.51.0/foot_track_net-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.51.0/foot_track_net-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.51.0/foot_track_net-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.51.0/foot_track_net-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Person-Foot-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/foot_track_net)**.
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@@ -85,58 +85,58 @@ See our repository for [Person-Foot-Detection on GitHub](https://github.com/qual
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  | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 284.441 ms | 92 - 100 MB | CPU
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  | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.36 ms | 0 - 168 MB | NPU
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  | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 280.83 ms | 118 - 127 MB | CPU
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- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.674 ms | 0 - 161 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.759 ms | 5 - 5 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® X Elite | 1.589 ms | 8 - 8 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.945 ms | 0 - 65 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 76.04 ms | 50 - 57 MB | CPU
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- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.389 ms | 0 - 5 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 1.768 ms | 0 - 3 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 75.782 ms | 51 - 60 MB | CPU
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- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.791 ms | 0 - 43 MB | NPU
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- | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.189 ms | 51 - 61 MB | CPU
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- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.386 ms | 2 - 164 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 3.118 ms | 4 - 4 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.884 ms | 4 - 4 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.219 ms | 0 - 181 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 22.484 ms | 1 - 154 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.462 ms | 4 - 5 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA8775P | 7.241 ms | 0 - 154 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 8.311 ms | 4 - 14 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.83 ms | 4 - 190 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA7255P | 22.484 ms | 1 - 154 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.98 ms | 0 - 156 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.503 ms | 4 - 160 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.924 ms | 2 - 166 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.598 ms | 2 - 2 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.621 ms | 2 - 2 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.187 ms | 2 - 183 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.047 ms | 3 - 9 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 8.097 ms | 2 - 159 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.251 ms | 2 - 3 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.847 ms | 2 - 162 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.141 ms | 2 - 8 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 35.678 ms | 2 - 160 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 5.597 ms | 2 - 182 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 8.097 ms | 2 - 159 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.192 ms | 2 - 157 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.006 ms | 0 - 162 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.818 ms | 2 - 159 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.508 ms | 1 - 156 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.792 ms | 1 - 1 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.368 ms | 1 - 1 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.788 ms | 0 - 52 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 5.114 ms | 3 - 6 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.505 ms | 1 - 39 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.15 ms | 1 - 2 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.537 ms | 1 - 41 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.333 ms | 1 - 5 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 14.421 ms | 1 - 151 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.469 ms | 1 - 55 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.505 ms | 1 - 39 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.192 ms | 1 - 38 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.645 ms | 1 - 156 MB | NPU
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- | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.78 ms | 1 - 153 MB | NPU
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  | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.252 ms | 0 - 160 MB | NPU
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  | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.024 ms | 0 - 181 MB | NPU
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  | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 22.1 ms | 5 - 157 MB | NPU
@@ -147,26 +147,26 @@ See our repository for [Person-Foot-Detection on GitHub](https://github.com/qual
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  | Person-Foot-Detection | TFLITE | float | Qualcomm® SA7255P | 22.1 ms | 5 - 157 MB | NPU
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  | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8295P | 8.769 ms | 5 - 159 MB | NPU
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  | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.696 ms | 0 - 157 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.51 ms | 0 - 155 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.793 ms | 0 - 52 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 5.124 ms | 0 - 7 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.559 ms | 1 - 38 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.177 ms | 0 - 3 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 1.555 ms | 0 - 40 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.361 ms | 0 - 7 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 14.759 ms | 1 - 150 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.47 ms | 0 - 52 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.559 ms | 1 - 38 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.246 ms | 0 - 36 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.652 ms | 0 - 154 MB | NPU
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- | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.793 ms | 0 - 151 MB | NPU
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164
  ## License
165
  * The license for the original implementation of Person-Foot-Detection can be found
166
- [here](https://github.com/quic/ai-hub-models/blob/main/LICENSE).
167
 
168
  ## References
169
- * [Source Model Implementation](https://github.com/quic/ai-hub-models/blob/main/qai_hub_models/models/foot_track_net/model.py)
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171
  ## Community
172
  * Join [our AI Hub Slack community](https://aihub.qualcomm.com/community/slack) to collaborate, post questions and learn more about on-device AI.
 
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16
  Real-time multiple person detection with accurate feet localization optimized for mobile and edge.
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18
+ This is based on the implementation of Person-Foot-Detection found [here](https://github.com/qualcomm/ai-hub-models/blob/main/src/qai_hub_models/models/foot_track_net/model.py).
19
  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/main/src/qai_hub_models/models/foot_track_net) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
20
 
21
  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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  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.52.0/foot_track_net-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.52.0/foot_track_net-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.52.0/foot_track_net-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.52.0/foot_track_net-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.52.0/foot_track_net-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.52.0/foot_track_net-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.52.0/foot_track_net-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.52.0/foot_track_net-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Person-Foot-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/foot_track_net)**.
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  | Person-Foot-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 284.441 ms | 92 - 100 MB | CPU
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  | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.36 ms | 0 - 168 MB | NPU
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  | Person-Foot-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 280.83 ms | 118 - 127 MB | CPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.673 ms | 0 - 161 MB | NPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.752 ms | 5 - 5 MB | NPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® X Elite | 1.6 ms | 8 - 8 MB | NPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.951 ms | 0 - 61 MB | NPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 76.097 ms | 50 - 57 MB | CPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.397 ms | 0 - 5 MB | NPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 1.79 ms | 0 - 3 MB | NPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 75.527 ms | 51 - 60 MB | CPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.788 ms | 0 - 42 MB | NPU
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+ | Person-Foot-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.384 ms | 50 - 60 MB | CPU
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+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.371 ms | 4 - 167 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 3.074 ms | 4 - 4 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® X Elite | 4.836 ms | 4 - 4 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.212 ms | 4 - 184 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 22.488 ms | 0 - 151 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.508 ms | 4 - 86 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA8775P | 7.218 ms | 1 - 156 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 8.32 ms | 6 - 16 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.813 ms | 4 - 190 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA7255P | 22.488 ms | 0 - 151 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Qualcomm® SA8295P | 7.981 ms | 0 - 156 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.511 ms | 0 - 156 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.911 ms | 1 - 166 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.65 ms | 2 - 2 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.656 ms | 2 - 2 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.156 ms | 2 - 183 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.046 ms | 1 - 7 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 8.107 ms | 2 - 159 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.279 ms | 0 - 18 MB | NPU
117
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.811 ms | 2 - 161 MB | NPU
118
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 4.135 ms | 0 - 6 MB | NPU
119
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 35.532 ms | 2 - 157 MB | NPU
120
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 5.544 ms | 2 - 181 MB | NPU
121
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 8.107 ms | 2 - 159 MB | NPU
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+ | Person-Foot-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.204 ms | 2 - 157 MB | NPU
123
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.007 ms | 0 - 158 MB | NPU
124
+ | Person-Foot-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.812 ms | 2 - 159 MB | NPU
125
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.513 ms | 1 - 157 MB | NPU
126
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.752 ms | 1 - 1 MB | NPU
127
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.366 ms | 1 - 1 MB | NPU
128
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.773 ms | 1 - 54 MB | NPU
129
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 5.114 ms | 1 - 5 MB | NPU
130
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.521 ms | 1 - 39 MB | NPU
131
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.233 ms | 1 - 2 MB | NPU
132
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.515 ms | 0 - 41 MB | NPU
133
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.34 ms | 1 - 5 MB | NPU
134
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 14.672 ms | 1 - 151 MB | NPU
135
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.472 ms | 1 - 55 MB | NPU
136
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.521 ms | 1 - 39 MB | NPU
137
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.22 ms | 0 - 36 MB | NPU
138
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.644 ms | 1 - 157 MB | NPU
139
+ | Person-Foot-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.773 ms | 1 - 152 MB | NPU
140
  | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.252 ms | 0 - 160 MB | NPU
141
  | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.024 ms | 0 - 181 MB | NPU
142
  | Person-Foot-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 22.1 ms | 5 - 157 MB | NPU
 
147
  | Person-Foot-Detection | TFLITE | float | Qualcomm® SA7255P | 22.1 ms | 5 - 157 MB | NPU
148
  | Person-Foot-Detection | TFLITE | float | Qualcomm® SA8295P | 8.769 ms | 5 - 159 MB | NPU
149
  | Person-Foot-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.696 ms | 0 - 157 MB | NPU
150
+ | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.512 ms | 0 - 154 MB | NPU
151
+ | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.797 ms | 0 - 52 MB | NPU
152
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 4.878 ms | 1 - 8 MB | NPU
153
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.555 ms | 1 - 39 MB | NPU
154
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.147 ms | 0 - 2 MB | NPU
155
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 1.559 ms | 0 - 39 MB | NPU
156
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.366 ms | 0 - 7 MB | NPU
157
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 14.782 ms | 1 - 150 MB | NPU
158
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.471 ms | 0 - 52 MB | NPU
159
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 3.555 ms | 1 - 39 MB | NPU
160
+ | Person-Foot-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 2.234 ms | 0 - 36 MB | NPU
161
+ | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.654 ms | 0 - 154 MB | NPU
162
+ | Person-Foot-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.811 ms | 0 - 151 MB | NPU
163
 
164
  ## License
165
  * The license for the original implementation of Person-Foot-Detection can be found
166
+ [here](https://github.com/qualcomm/ai-hub-models/blob/main/LICENSE).
167
 
168
  ## References
169
+ * [Source Model Implementation](https://github.com/qualcomm/ai-hub-models/blob/main/src/qai_hub_models/models/foot_track_net/model.py)
170
 
171
  ## Community
172
  * Join [our AI Hub Slack community](https://aihub.qualcomm.com/community/slack) to collaborate, post questions and learn more about on-device AI.
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/foot_track_net/releases/v0.51.0/foot_track_net-qnn_dlc-float.zip"
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