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Person-Foot-Detection

Object Detection
PyTorch
LiteRT
ONNX
real_time
android
Model card Files Community
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Commit
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v0.32.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

Files changed (12) hide show
  1. .gitattributes +4 -0
  2. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  3. LICENSE +2 -0
  4. Person-Foot-Detection.dlc +3 -0
  5. Person-Foot-Detection.onnx +2 -2
  6. Person-Foot-Detection.tflite +2 -2
  7. Person-Foot-Detection_w8a16.dlc +3 -0
  8. Person-Foot-Detection_w8a16.onnx +2 -2
  9. Person-Foot-Detection_w8a8.dlc +3 -0
  10. Person-Foot-Detection_w8a8.onnx +2 -2
  11. Person-Foot-Detection_w8a8.tflite +2 -2
  12. README.md +82 -79
.gitattributes CHANGED
@@ -36,3 +36,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  Person-Foot-Detection.so filter=lfs diff=lfs merge=lfs -text
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  Person-Foot-Detection_w8a16.so filter=lfs diff=lfs merge=lfs -text
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  Person-Foot-Detection_w8a8.so filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
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  Person-Foot-Detection.so filter=lfs diff=lfs merge=lfs -text
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  Person-Foot-Detection_w8a8.so filter=lfs diff=lfs merge=lfs -text
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+ DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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+ Person-Foot-Detection.dlc filter=lfs diff=lfs merge=lfs -text
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+ Person-Foot-Detection_w8a16.dlc filter=lfs diff=lfs merge=lfs -text
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+ Person-Foot-Detection_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
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LICENSE ADDED
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+ The license of the original trained model can be found at https://github.com/quic/ai-hub-models/blob/main/LICENSE.
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+ The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
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README.md CHANGED
@@ -34,86 +34,89 @@ More details on model performance across various devices, can be found
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  - Number of parameters: 2.53M
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  - Model size (float): 9.69 MB
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  - Model size (w8a8): 2.62 MB
 
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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 | 23.293 ms | 5 - 26 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
41
- | Person-Foot-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 22.82 ms | 2 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
42
- | Person-Foot-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.211 ms | 5 - 39 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
43
- | Person-Foot-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.29 ms | 4 - 40 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
44
- | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.801 ms | 5 - 12 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
45
- | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.74 ms | 4 - 6 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
46
- | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.696 ms | 5 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
47
- | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7.506 ms | 2 - 16 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
48
- | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 23.293 ms | 5 - 26 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
49
- | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 22.82 ms | 2 - 12 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
50
- | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.799 ms | 5 - 12 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
51
- | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.863 ms | 4 - 6 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
52
- | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.317 ms | 5 - 30 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
53
- | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.084 ms | 0 - 18 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
54
- | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.826 ms | 4 - 12 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
55
- | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.746 ms | 4 - 6 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
56
- | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.696 ms | 5 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
57
- | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 7.506 ms | 2 - 16 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
58
- | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.871 ms | 5 - 13 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
59
- | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.818 ms | 4 - 10 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 | ONNX | 5.523 ms | 16 - 36 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
61
- | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.371 ms | 0 - 34 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 | 3.293 ms | 4 - 36 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 | 3.7 ms | 3 - 39 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 | 3.485 ms | 0 - 26 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 | 3.208 ms | 4 - 31 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
66
- | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.351 ms | 4 - 33 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
67
- | Person-Foot-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.078 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 | 5.292 ms | 20 - 20 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
69
- | Person-Foot-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.145 ms | 2 - 11 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 | 5.141 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.618 ms | 2 - 5 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.268 ms | 2 - 17 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 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 17.699 ms | 2 - 14 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 | 39.145 ms | 2 - 11 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 | 3.605 ms | 2 - 5 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 | 5.098 ms | 2 - 20 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 | 3.673 ms | 2 - 4 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 | 4.268 ms | 2 - 17 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.639 ms | 2 - 11 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 | 4.059 ms | 7 - 19 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
81
- | Person-Foot-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.312 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.995 ms | 0 - 41 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 | 2.34 ms | 2 - 34 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 | 2.886 ms | 0 - 37 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 X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.126 ms | 2 - 2 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 | 4.573 ms | 9 - 9 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 | 3.919 ms | 1 - 25 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 | 3.464 ms | 1 - 11 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
89
- | Person-Foot-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.772 ms | 0 - 35 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 | 1.995 ms | 1 - 38 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.246 ms | 0 - 12 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.127 ms | 1 - 4 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.692 ms | 0 - 26 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 | 1.483 ms | 1 - 15 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 | 5.195 ms | 1 - 34 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 | 6.573 ms | 1 - 11 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 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 24.901 ms | 1 - 4 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 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.919 ms | 1 - 25 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
99
- | Person-Foot-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.464 ms | 1 - 11 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
100
- | Person-Foot-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.243 ms | 0 - 12 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.135 ms | 1 - 4 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 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.405 ms | 0 - 27 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 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.172 ms | 0 - 16 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.257 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.139 ms | 1 - 4 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 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.692 ms | 0 - 26 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 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.483 ms | 1 - 15 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.244 ms | 0 - 13 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.148 ms | 0 - 11 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 | ONNX | 1.601 ms | 0 - 18 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
111
- | Person-Foot-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.886 ms | 0 - 36 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.775 ms | 1 - 36 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.048 ms | 0 - 40 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
114
- | 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) |
115
- | Person-Foot-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.312 ms | 1 - 1 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
116
- | Person-Foot-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.66 ms | 6 - 6 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
 
 
117
 
118
 
119
 
@@ -177,8 +180,8 @@ Profiling Results
177
  Person-Foot-Detection
178
  Device : cs_8275 (ANDROID 14)
179
  Runtime : TFLITE
180
- Estimated inference time (ms) : 23.3
181
- Estimated peak memory usage (MB): [5, 26]
182
  Total # Ops : 135
183
  Compute Unit(s) : npu (135 ops) gpu (0 ops) cpu (0 ops)
184
  ```
 
34
  - Number of parameters: 2.53M
35
  - Model size (float): 9.69 MB
36
  - Model size (w8a8): 2.62 MB
37
+ - Model size (w8a16): 2.90 MB
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | Person-Foot-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 23.186 ms | 5 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
42
+ | Person-Foot-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 22.212 ms | 4 - 27 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
43
+ | Person-Foot-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.028 ms | 5 - 37 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
44
+ | Person-Foot-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 9.165 ms | 4 - 41 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
45
+ | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.847 ms | 5 - 14 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
46
+ | Person-Foot-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.46 ms | 4 - 10 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
47
+ | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.72 ms | 5 - 29 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
48
+ | Person-Foot-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7.267 ms | 2 - 27 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
49
+ | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 23.186 ms | 5 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
50
+ | Person-Foot-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 22.212 ms | 4 - 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.92 ms | 5 - 15 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
52
+ | Person-Foot-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.453 ms | 4 - 10 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
53
+ | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.343 ms | 5 - 30 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
54
+ | Person-Foot-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.935 ms | 0 - 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 | 4.894 ms | 2 - 12 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
56
+ | Person-Foot-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.456 ms | 4 - 11 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
57
+ | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.72 ms | 5 - 29 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
58
+ | Person-Foot-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 7.267 ms | 2 - 27 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
59
+ | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 4.897 ms | 4 - 14 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
60
+ | Person-Foot-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 4.546 ms | 4 - 10 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 S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.454 ms | 16 - 36 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
62
+ | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.379 ms | 0 - 33 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
63
+ | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.14 ms | 4 - 39 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
64
+ | Person-Foot-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.812 ms | 2 - 43 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
65
+ | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 3.487 ms | 0 - 28 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.tflite) |
66
+ | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.177 ms | 4 - 33 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.dlc) |
67
+ | Person-Foot-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.767 ms | 16 - 47 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection.onnx) |
68
+ | Person-Foot-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.347 ms | 10 - 10 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 X Elite CRD | Snapdragon® X Elite | ONNX | 5.405 ms | 20 - 20 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 | 8.463 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 | 5.413 ms | 2 - 42 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 | 3.537 ms | 2 - 10 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.292 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 | 17.902 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 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 8.463 ms | 2 - 29 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 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.546 ms | 2 - 10 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 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.275 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.565 ms | 2 - 10 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 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.292 ms | 2 - 30 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 | 3.551 ms | 2 - 9 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 | ONNX | 4.304 ms | 8 - 19 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
82
+ | Person-Foot-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.257 ms | 2 - 38 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 | 2.902 ms | 0 - 45 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
84
+ | Person-Foot-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.923 ms | 2 - 35 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.813 ms | 9 - 45 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
86
+ | Person-Foot-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.703 ms | 1 - 1 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 | 4.712 ms | 9 - 9 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a16.onnx) |
88
+ | Person-Foot-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.903 ms | 1 - 23 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 | 3.472 ms | 1 - 26 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 | 1.53 ms | 0 - 35 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 | 1.9 ms | 1 - 39 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 | 1.31 ms | 0 - 12 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 | 1.128 ms | 1 - 6 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 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.73 ms | 0 - 24 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
95
+ | Person-Foot-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.544 ms | 1 - 28 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
96
+ | Person-Foot-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 5.546 ms | 1 - 30 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
97
+ | Person-Foot-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 6.861 ms | 1 - 30 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
98
+ | Person-Foot-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 25.879 ms | 1 - 4 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
99
+ | Person-Foot-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.903 ms | 1 - 23 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 | QNN_DLC | 3.472 ms | 1 - 26 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
101
+ | Person-Foot-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.27 ms | 0 - 12 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
102
+ | Person-Foot-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.14 ms | 1 - 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 | 2.373 ms | 0 - 24 MB | NPU | [Person-Foot-Detection.tflite](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.tflite) |
104
+ | Person-Foot-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.159 ms | 1 - 32 MB | NPU | [Person-Foot-Detection.dlc](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.dlc) |
105
+ | Person-Foot-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.304 ms | 0 - 12 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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.137 ms | 1 - 12 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 | 1.73 ms | 0 - 24 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 | 1.544 ms | 1 - 28 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 | 1.276 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 | 1.129 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 | 1.946 ms | 0 - 13 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 | 0.895 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 | 0.758 ms | 1 - 38 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 | 1.267 ms | 0 - 46 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 | 0.879 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.743 ms | 0 - 27 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 | 1.258 ms | 0 - 40 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 | 1.498 ms | 1 - 1 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 | 2.103 ms | 6 - 6 MB | NPU | [Person-Foot-Detection.onnx](https://huggingface.co/qualcomm/Person-Foot-Detection/blob/main/Person-Foot-Detection_w8a8.onnx) |
120
 
121
 
122
 
 
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
  ```