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Person-Foot-Detection

Object Detection
PyTorch
LiteRT
real_time
bu_iot
android
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v0.38.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (21) hide show
  1. Person-Foot-Detection_float.dlc +2 -2
  2. Person-Foot-Detection_float.onnx.zip +2 -2
  3. Person-Foot-Detection_w8a16.dlc +2 -2
  4. Person-Foot-Detection_w8a16.onnx.zip +2 -2
  5. Person-Foot-Detection_w8a8.dlc +2 -2
  6. Person-Foot-Detection_w8a8.onnx.zip +2 -2
  7. Person-Foot-Detection_w8a8.tflite +2 -2
  8. README.md +79 -87
  9. precompiled/qualcomm-qcs6490-proxy/Person-Foot-Detection_w8a16.bin +0 -3
  10. precompiled/qualcomm-qcs6490-proxy/Person-Foot-Detection_w8a16.onnx.zip +0 -3
  11. precompiled/qualcomm-qcs6490-proxy/Person-Foot-Detection_w8a8.bin +0 -3
  12. precompiled/qualcomm-qcs6490-proxy/Person-Foot-Detection_w8a8.onnx.zip +0 -3
  13. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection_float.bin +0 -3
  15. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection_float.onnx.zip +0 -3
  16. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection_w8a16.bin +0 -3
  17. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection_w8a16.onnx.zip +0 -3
  18. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection_w8a8.bin +0 -3
  19. precompiled/qualcomm-snapdragon-x-elite/Person-Foot-Detection_w8a8.onnx.zip +0 -3
  20. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  21. tool-versions.yaml +1 -1
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README.md CHANGED
@@ -39,92 +39,84 @@ More details on model performance across various devices, can be found
39
 
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  | 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 | 23.252 ms | 5 - 31 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 | 23.196 ms | 2 - 27 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 | 7.233 ms | 5 - 44 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 | 10.338 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 | 5.042 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 | 5.076 ms | 4 - 13 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
48
- | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.688 ms | 10 - 30 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx.zip) |
49
- | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.89 ms | 5 - 32 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
50
- | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7.726 ms | 2 - 28 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
51
- | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 23.252 ms | 5 - 31 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
52
- | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 23.196 ms | 2 - 27 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 | 5.13 ms | 1 - 10 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
54
- | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.069 ms | 4 - 13 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
55
- | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.4 ms | 5 - 37 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
56
- | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.69 ms | 3 - 39 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
57
- | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.051 ms | 5 - 14 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
58
- | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.088 ms | 4 - 13 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
59
- | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.89 ms | 5 - 32 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
60
- | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 7.726 ms | 2 - 28 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 | 5.053 ms | 0 - 8 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
62
- | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 5.051 ms | 3 - 11 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
63
- | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.833 ms | 14 - 34 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx.zip) |
64
- | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.402 ms | 0 - 35 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
65
- | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.912 ms | 4 - 37 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
66
- | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.839 ms | 15 - 52 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx.zip) |
67
- | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.44 ms | 0 - 29 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
68
- | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.259 ms | 4 - 36 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
69
- | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.577 ms | 4 - 32 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx.zip) |
70
- | Person-Foot-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.384 ms | 4 - 4 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
71
- | Person-Foot-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.667 ms | 17 - 17 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx.zip) |
72
- | Person-Foot-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.16 ms | 2 - 30 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 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.796 ms | 2 - 45 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.301 ms | 2 - 9 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 23.694 ms | 19 - 89 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
76
- | Person-Foot-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.948 ms | 1 - 30 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 | 18.288 ms | 0 - 35 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 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 259.235 ms | 85 - 101 MB | CPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
79
- | Person-Foot-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 242.786 ms | 78 - 85 MB | CPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
80
- | Person-Foot-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.16 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.301 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 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.812 ms | 2 - 38 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 | 3.309 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 | 3.948 ms | 1 - 30 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
85
- | Person-Foot-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.3 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 | 24.861 ms | 18 - 90 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
87
- | Person-Foot-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.558 ms | 2 - 38 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 | 17.717 ms | 13 - 432 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
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- | Person-Foot-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.727 ms | 2 - 40 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 | 18.641 ms | 14 - 274 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
91
- | Person-Foot-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.738 ms | 8 - 8 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 | 22.452 ms | 29 - 29 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
93
- | Person-Foot-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.626 ms | 1 - 27 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 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.548 ms | 1 - 27 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 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.382 ms | 0 - 40 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 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.435 ms | 1 - 41 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.177 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.162 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 21.206 ms | 17 - 116 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
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- | Person-Foot-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.583 ms | 0 - 26 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.562 ms | 1 - 26 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 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 5.667 ms | 1 - 34 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 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.897 ms | 1 - 33 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 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 255.73 ms | 50 - 64 MB | CPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
105
- | Person-Foot-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 27.176 ms | 1 - 4 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
106
- | Person-Foot-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 230.947 ms | 53 - 59 MB | CPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
107
- | Person-Foot-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.626 ms | 1 - 27 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 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.548 ms | 1 - 27 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.146 ms | 0 - 13 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.159 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 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.206 ms | 0 - 34 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
112
- | Person-Foot-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.182 ms | 1 - 35 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
113
- | Person-Foot-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.181 ms | 0 - 13 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.16 ms | 1 - 12 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 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.583 ms | 0 - 26 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 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.562 ms | 1 - 26 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.144 ms | 0 - 12 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
118
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.166 ms | 1 - 8 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 22.165 ms | 12 - 111 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
120
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.796 ms | 0 - 34 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
121
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.775 ms | 1 - 39 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
122
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 15.84 ms | 11 - 405 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
123
- | Person-Foot-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.837 ms | 0 - 36 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
124
- | Person-Foot-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.753 ms | 1 - 36 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
125
- | Person-Foot-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 15.929 ms | 12 - 277 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
126
- | Person-Foot-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.365 ms | 0 - 0 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
127
- | Person-Foot-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 21.071 ms | 29 - 29 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
128
 
129
 
130
 
@@ -206,7 +198,7 @@ from qai_hub_models.models.foot_track_net import Model
206
  torch_model = Model.from_pretrained()
207
 
208
  # Device
209
- device = hub.Device("Samsung Galaxy S24")
210
 
211
  # Trace model
212
  input_shape = torch_model.get_input_spec()
 
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 | 23.278 ms | 5 - 31 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 | 23.2 ms | 3 - 28 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 | 7.093 ms | 5 - 42 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 | 10.292 ms | 4 - 47 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 | 5.038 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 | 5.112 ms | 4 - 15 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
48
+ | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.964 ms | 9 - 27 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx.zip) |
49
+ | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.894 ms | 5 - 32 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
50
+ | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7.688 ms | 2 - 27 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
51
+ | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 23.278 ms | 5 - 31 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
52
+ | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 23.2 ms | 3 - 28 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
53
+ | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 5.046 ms | 1 - 10 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
54
+ | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.116 ms | 4 - 14 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
55
+ | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.411 ms | 5 - 37 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
56
+ | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.664 ms | 4 - 39 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
57
+ | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 5.036 ms | 5 - 22 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
58
+ | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.086 ms | 4 - 16 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
59
+ | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.894 ms | 5 - 32 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
60
+ | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 7.688 ms | 2 - 27 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
61
+ | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.411 ms | 0 - 38 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
62
+ | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.896 ms | 3 - 38 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
63
+ | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.743 ms | 11 - 47 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx.zip) |
64
+ | Person-Foot-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.916 ms | 0 - 33 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
65
+ | Person-Foot-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.798 ms | 4 - 39 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
66
+ | Person-Foot-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.821 ms | 1 - 33 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx.zip) |
67
+ | Person-Foot-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.403 ms | 4 - 4 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 X Elite CRD | Snapdragon® X Elite | ONNX | 5.59 ms | 17 - 17 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx.zip) |
69
+ | Person-Foot-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 8.113 ms | 2 - 30 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
70
+ | Person-Foot-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.8 ms | 2 - 37 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.396 ms | 0 - 11 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) | ONNX | 22.279 ms | 18 - 97 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
73
+ | Person-Foot-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.981 ms | 2 - 30 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 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 18.651 ms | 2 - 36 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) | ONNX | 258.536 ms | 84 - 98 MB | CPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
76
+ | Person-Foot-Detection | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 241.549 ms | 80 - 87 MB | CPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
77
+ | Person-Foot-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 8.113 ms | 2 - 30 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.38 ms | 2 - 12 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 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.947 ms | 2 - 38 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.389 ms | 2 - 16 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 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.981 ms | 2 - 30 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 S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.321 ms | 2 - 39 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
83
+ | Person-Foot-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.635 ms | 13 - 515 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
84
+ | Person-Foot-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.21 ms | 2 - 40 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
85
+ | Person-Foot-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 13.231 ms | 25 - 352 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
86
+ | Person-Foot-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.711 ms | 0 - 0 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.dlc) |
87
+ | Person-Foot-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 22.225 ms | 30 - 30 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx.zip) |
88
+ | Person-Foot-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.593 ms | 0 - 26 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
89
+ | Person-Foot-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.485 ms | 1 - 27 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
90
+ | Person-Foot-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.412 ms | 0 - 39 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
91
+ | Person-Foot-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.408 ms | 1 - 40 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
92
+ | Person-Foot-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.142 ms | 0 - 13 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
93
+ | Person-Foot-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.158 ms | 1 - 13 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
94
+ | Person-Foot-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 21.436 ms | 18 - 90 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
95
+ | Person-Foot-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.577 ms | 0 - 26 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 | 1.564 ms | 1 - 27 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 | 5.471 ms | 1 - 33 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 | 6.074 ms | 1 - 33 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 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 308.211 ms | 52 - 66 MB | CPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
100
+ | Person-Foot-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 27.593 ms | 1 - 13 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 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 223.303 ms | 51 - 55 MB | CPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
102
+ | Person-Foot-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.593 ms | 0 - 26 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 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.485 ms | 1 - 27 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.18 ms | 0 - 12 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | 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) |
106
+ | Person-Foot-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.231 ms | 0 - 32 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 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.218 ms | 1 - 33 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.179 ms | 0 - 12 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.153 ms | 2 - 10 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 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.577 ms | 0 - 26 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 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.564 ms | 1 - 27 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 S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.793 ms | 0 - 42 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 | 0.771 ms | 1 - 39 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 | 15.077 ms | 11 - 497 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
115
+ | Person-Foot-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.745 ms | 0 - 34 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 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.634 ms | 1 - 32 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 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 11.871 ms | 23 - 342 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
118
+ | Person-Foot-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.379 ms | 0 - 0 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 | 21.24 ms | 29 - 29 MB | NPU | [Person-Foot-Detection.onnx.zip](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx.zip) |
 
 
 
 
 
 
 
 
120
 
121
 
122
 
 
198
  torch_model = Model.from_pretrained()
199
 
200
  # Device
201
+ device = hub.Device("Samsung Galaxy S25")
202
 
203
  # Trace model
204
  input_shape = torch_model.get_input_spec()
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