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Person-Foot-Detection

Object Detection
PyTorch
LiteRT
real_time
bu_iot
android
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v0.34.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (12) hide show
  1. Person-Foot-Detection_w8a16.dlc +1 -1
  2. Person-Foot-Detection_w8a8.dlc +1 -1
  3. Person-Foot-Detection_w8a8.onnx.zip +2 -2
  4. Person-Foot-Detection_w8a8.tflite +1 -1
  5. README.md +60 -69
  6. precompiled/qualcomm-qcs6490-proxy/Person-Foot-Detection_w8a8.bin +1 -1
  7. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  8. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection.onnx.zip +2 -2
  9. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection_w8a16.onnx.zip +2 -2
  10. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection_w8a8.bin +2 -2
  11. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection_w8a8.onnx.zip +2 -2
  12. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
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README.md CHANGED
@@ -24,6 +24,7 @@ More details on model performance across various devices, can be found
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  [here](https://aihub.qualcomm.com/models/foot_track_net).
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  ### Model Details
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  - **Model Type:** Model_use_case.object_detection
@@ -38,85 +39,85 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Person-Foot-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 23.224 ms | 5 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 22.332 ms | 1 - 24 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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- | Person-Foot-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 6.981 ms | 5 - 43 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.068 ms | 4 - 43 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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- | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.931 ms | 2 - 14 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.532 ms | 4 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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- | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.714 ms | 5 - 29 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7.299 ms | 0 - 25 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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- | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 23.224 ms | 5 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 22.332 ms | 1 - 24 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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- | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.941 ms | 5 - 12 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.529 ms | 4 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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- | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.248 ms | 5 - 31 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.269 ms | 1 - 32 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
55
- | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.87 ms | 6 - 16 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.486 ms | 4 - 13 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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- | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.714 ms | 5 - 29 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 7.299 ms | 0 - 25 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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- | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.951 ms | 5 - 15 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.511 ms | 4 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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  | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.622 ms | 10 - 30 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
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- | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.397 ms | 0 - 36 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.148 ms | 4 - 41 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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  | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.944 ms | 15 - 58 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
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- | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.466 ms | 4 - 31 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
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  | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.079 ms | 4 - 34 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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  | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.574 ms | 4 - 33 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
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  | Person-Foot-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 6.562 ms | 6 - 6 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
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  | Person-Foot-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.403 ms | 17 - 17 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
70
- | Person-Foot-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 8.579 ms | 2 - 29 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
71
- | Person-Foot-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.563 ms | 2 - 41 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
72
- | Person-Foot-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.58 ms | 2 - 9 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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- | Person-Foot-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.384 ms | 2 - 29 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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- | Person-Foot-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 18.528 ms | 2 - 31 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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- | Person-Foot-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 8.579 ms | 2 - 29 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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- | Person-Foot-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.584 ms | 2 - 9 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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- | Person-Foot-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.462 ms | 2 - 31 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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- | Person-Foot-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.588 ms | 2 - 10 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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- | Person-Foot-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.384 ms | 2 - 29 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
80
- | Person-Foot-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.615 ms | 2 - 9 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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  | Person-Foot-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.582 ms | 6 - 18 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
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- | Person-Foot-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.341 ms | 2 - 41 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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  | Person-Foot-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.238 ms | 7 - 47 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
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- | Person-Foot-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.904 ms | 2 - 35 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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  | Person-Foot-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.173 ms | 1 - 37 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
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- | Person-Foot-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.891 ms | 1 - 1 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
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  | Person-Foot-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.977 ms | 10 - 10 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
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- | Person-Foot-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.612 ms | 1 - 23 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.524 ms | 1 - 23 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
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- | Person-Foot-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.408 ms | 0 - 32 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.436 ms | 1 - 38 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
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- | Person-Foot-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.139 ms | 0 - 13 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.155 ms | 1 - 13 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
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- | Person-Foot-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.55 ms | 0 - 23 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.55 ms | 1 - 24 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
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- | Person-Foot-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 5.625 ms | 1 - 30 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 7.087 ms | 1 - 30 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
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- | Person-Foot-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 26.468 ms | 1 - 4 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.612 ms | 1 - 23 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.524 ms | 1 - 23 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
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- | Person-Foot-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.167 ms | 0 - 13 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.166 ms | 0 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
103
- | Person-Foot-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.181 ms | 0 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.218 ms | 0 - 25 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
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- | Person-Foot-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.173 ms | 0 - 12 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
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- | Person-Foot-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.155 ms | 1 - 13 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
107
- | Person-Foot-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.55 ms | 0 - 23 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
108
- | Person-Foot-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.55 ms | 1 - 24 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
109
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.137 ms | 0 - 12 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
110
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.152 ms | 1 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
111
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.184 ms | 0 - 19 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
112
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.789 ms | 0 - 39 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
113
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.78 ms | 1 - 37 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
114
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.522 ms | 0 - 43 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
115
- | Person-Foot-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.757 ms | 0 - 29 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
116
- | Person-Foot-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.747 ms | 1 - 33 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
117
- | Person-Foot-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.543 ms | 1 - 49 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
118
- | Person-Foot-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.421 ms | 2 - 2 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
119
- | Person-Foot-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.44 ms | 7 - 7 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
120
 
121
 
122
 
@@ -174,17 +175,7 @@ device. This script does the following:
174
  ```bash
175
  python -m qai_hub_models.models.foot_track_net.export
176
  ```
177
- ```
178
- Profiling Results
179
- ------------------------------------------------------------
180
- Person-Foot-Detection
181
- Device : cs_8275 (ANDROID 14)
182
- Runtime : TFLITE
183
- Estimated inference time (ms) : 23.2
184
- Estimated peak memory usage (MB): [5, 28]
185
- Total # Ops : 135
186
- Compute Unit(s) : npu (135 ops) gpu (0 ops) cpu (0 ops)
187
- ```
188
 
189
 
190
  ## How does this work?
 
24
  [here](https://aihub.qualcomm.com/models/foot_track_net).
25
 
26
 
27
+
28
  ### Model Details
29
 
30
  - **Model Type:** Model_use_case.object_detection
 
39
 
40
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
+ | Person-Foot-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 156.614 ms | 5 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
43
  | Person-Foot-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 22.332 ms | 1 - 24 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
44
+ | Person-Foot-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.011 ms | 5 - 38 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
45
  | Person-Foot-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 10.068 ms | 4 - 43 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
46
+ | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.875 ms | 5 - 15 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
47
  | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.532 ms | 4 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
48
+ | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.704 ms | 5 - 30 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
49
  | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7.299 ms | 0 - 25 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
50
+ | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 156.614 ms | 5 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
51
  | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 22.332 ms | 1 - 24 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
52
+ | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.96 ms | 2 - 13 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
53
  | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.529 ms | 4 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
54
+ | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.339 ms | 5 - 29 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
55
  | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.269 ms | 1 - 32 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
56
+ | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.913 ms | 5 - 14 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
57
  | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.486 ms | 4 - 13 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
58
+ | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.704 ms | 5 - 30 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
59
  | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 7.299 ms | 0 - 25 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
60
+ | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.937 ms | 5 - 15 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
61
  | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.511 ms | 4 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
62
  | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.622 ms | 10 - 30 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
63
+ | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.387 ms | 0 - 38 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
64
  | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.148 ms | 4 - 41 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
65
  | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.944 ms | 15 - 58 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
66
+ | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.484 ms | 4 - 32 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
67
  | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.079 ms | 4 - 34 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
68
  | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.574 ms | 4 - 33 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
69
  | Person-Foot-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 6.562 ms | 6 - 6 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
70
  | Person-Foot-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.403 ms | 17 - 17 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
71
+ | Person-Foot-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.312 ms | 2 - 29 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
72
+ | Person-Foot-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.584 ms | 2 - 36 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
73
+ | Person-Foot-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.588 ms | 2 - 10 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
74
+ | Person-Foot-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.37 ms | 2 - 30 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
75
+ | Person-Foot-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 18.386 ms | 2 - 32 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
76
+ | Person-Foot-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 39.312 ms | 2 - 29 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
77
+ | Person-Foot-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.583 ms | 2 - 10 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
78
+ | Person-Foot-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.442 ms | 2 - 30 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
79
+ | Person-Foot-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.581 ms | 2 - 10 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
80
+ | Person-Foot-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.37 ms | 2 - 30 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
81
+ | Person-Foot-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.572 ms | 2 - 10 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
82
  | Person-Foot-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.582 ms | 6 - 18 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
83
+ | Person-Foot-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.348 ms | 2 - 39 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
84
  | Person-Foot-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.238 ms | 7 - 47 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
85
+ | Person-Foot-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.902 ms | 2 - 36 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
86
  | Person-Foot-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.173 ms | 1 - 37 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
87
+ | Person-Foot-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.848 ms | 1 - 1 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
88
  | Person-Foot-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.977 ms | 10 - 10 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
89
+ | Person-Foot-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.587 ms | 0 - 22 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
90
+ | Person-Foot-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.53 ms | 1 - 23 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
91
+ | Person-Foot-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.374 ms | 0 - 32 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
92
+ | Person-Foot-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.466 ms | 1 - 38 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
93
+ | Person-Foot-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.169 ms | 0 - 8 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
94
+ | Person-Foot-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.147 ms | 1 - 11 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
95
+ | Person-Foot-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.591 ms | 0 - 24 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
96
+ | Person-Foot-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.55 ms | 0 - 25 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
97
+ | Person-Foot-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 5.925 ms | 1 - 32 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
98
+ | Person-Foot-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 6.798 ms | 1 - 30 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
99
+ | Person-Foot-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 27.015 ms | 3 - 5 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
100
+ | Person-Foot-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.587 ms | 0 - 22 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
101
+ | Person-Foot-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.53 ms | 1 - 23 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
102
+ | Person-Foot-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.172 ms | 0 - 7 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
103
+ | Person-Foot-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.146 ms | 1 - 11 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
104
+ | Person-Foot-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.149 ms | 0 - 27 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
105
+ | Person-Foot-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.222 ms | 1 - 26 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
106
+ | Person-Foot-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.169 ms | 0 - 13 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
107
+ | Person-Foot-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.148 ms | 1 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
108
+ | Person-Foot-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.591 ms | 0 - 24 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
109
+ | Person-Foot-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.55 ms | 0 - 25 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
110
+ | Person-Foot-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.171 ms | 0 - 13 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
111
+ | Person-Foot-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.15 ms | 1 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
112
+ | Person-Foot-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.87 ms | 0 - 15 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
113
+ | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.789 ms | 0 - 42 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
114
+ | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.776 ms | 1 - 36 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
115
+ | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.228 ms | 0 - 39 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
116
+ | Person-Foot-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.842 ms | 0 - 29 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
117
+ | Person-Foot-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.755 ms | 1 - 33 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
118
+ | Person-Foot-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.306 ms | 0 - 40 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
119
+ | Person-Foot-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.396 ms | 3 - 3 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
120
+ | Person-Foot-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.028 ms | 7 - 7 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
121
 
122
 
123
 
 
175
  ```bash
176
  python -m qai_hub_models.models.foot_track_net.export
177
  ```
178
+
 
 
 
 
 
 
 
 
 
 
179
 
180
 
181
  ## How does this work?
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