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PPE-Detection

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v0.38.0

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

Files changed (19) hide show
  1. PPE-Detection_float.dlc +2 -2
  2. PPE-Detection_float.onnx.zip +2 -2
  3. PPE-Detection_w8a16.dlc +2 -2
  4. PPE-Detection_w8a8.dlc +2 -2
  5. PPE-Detection_w8a8.tflite +1 -1
  6. README.md +66 -72
  7. precompiled/qualcomm-qcs6490-proxy/PPE-Detection_w8a16.bin +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/PPE-Detection_w8a16.onnx.zip +0 -3
  9. precompiled/qualcomm-qcs6490-proxy/PPE-Detection_w8a8.bin +0 -3
  10. precompiled/qualcomm-qcs6490-proxy/PPE-Detection_w8a8.onnx.zip +0 -3
  11. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_float.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_float.onnx.zip +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a16.bin +0 -3
  15. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a16.onnx.zip +0 -3
  16. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a8.bin +0 -3
  17. precompiled/qualcomm-snapdragon-x-elite/PPE-Detection_w8a8.onnx.zip +0 -3
  18. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  19. tool-versions.yaml +1 -1
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@@ -35,77 +35,71 @@ 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
37
  |---|---|---|---|---|---|---|---|---|
38
- | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.166 ms | 0 - 22 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.042 ms | 1 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
40
- | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.407 ms | 0 - 37 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
41
- | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.528 ms | 1 - 31 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
42
- | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.668 ms | 0 - 135 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
43
- | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.63 ms | 1 - 69 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
44
- | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.956 ms | 0 - 62 MB | NPU | [PPE-Detection.onnx.zip](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx.zip) |
45
- | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.273 ms | 0 - 22 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
46
- | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.227 ms | 1 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
47
- | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.166 ms | 0 - 22 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
48
- | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.042 ms | 1 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
49
- | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.67 ms | 0 - 135 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
50
- | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.627 ms | 1 - 67 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
51
- | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.812 ms | 0 - 26 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
52
- | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.804 ms | 0 - 23 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
53
- | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.671 ms | 0 - 136 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
54
- | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.631 ms | 0 - 67 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
55
- | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.273 ms | 0 - 22 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
56
- | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.227 ms | 1 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
57
- | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.666 ms | 0 - 137 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
58
- | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.633 ms | 1 - 73 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
59
- | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.938 ms | 0 - 58 MB | NPU | [PPE-Detection.onnx.zip](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx.zip) |
60
- | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.486 ms | 0 - 41 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
61
- | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.476 ms | 0 - 32 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
62
- | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.642 ms | 0 - 31 MB | NPU | [PPE-Detection.onnx.zip](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx.zip) |
63
- | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.482 ms | 0 - 27 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
64
- | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.461 ms | 1 - 26 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
65
- | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.641 ms | 1 - 23 MB | NPU | [PPE-Detection.onnx.zip](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx.zip) |
66
- | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.783 ms | 54 - 54 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
67
- | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.92 ms | 12 - 12 MB | NPU | [PPE-Detection.onnx.zip](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx.zip) |
68
- | PPE-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.448 ms | 0 - 19 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
69
- | PPE-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.708 ms | 0 - 41 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
70
- | PPE-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.471 ms | 0 - 47 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
71
- | PPE-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.674 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
72
- | PPE-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.793 ms | 0 - 30 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
73
- | PPE-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.448 ms | 0 - 19 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
74
- | PPE-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.475 ms | 0 - 48 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
75
- | PPE-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.094 ms | 0 - 26 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
76
- | PPE-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.477 ms | 0 - 49 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
77
- | PPE-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.674 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
78
- | PPE-Detection | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.472 ms | 0 - 48 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
79
- | PPE-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.322 ms | 0 - 39 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
80
- | PPE-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.317 ms | 0 - 25 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
81
- | PPE-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.587 ms | 52 - 52 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
82
- | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.87 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
83
- | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.831 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
84
- | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.368 ms | 0 - 39 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
85
- | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.493 ms | 0 - 34 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
86
- | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.241 ms | 0 - 50 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
87
- | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.232 ms | 0 - 50 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
88
- | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.448 ms | 0 - 18 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
89
- | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.423 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
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- | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.395 ms | 0 - 30 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
91
- | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.741 ms | 0 - 30 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
92
- | PPE-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.318 ms | 0 - 3 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
93
- | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.87 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
94
- | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.831 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
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- | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.248 ms | 0 - 52 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
96
- | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.246 ms | 0 - 49 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
97
- | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.695 ms | 0 - 26 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
98
- | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.687 ms | 0 - 27 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
99
- | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.25 ms | 0 - 51 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
100
- | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.24 ms | 0 - 50 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
101
- | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.448 ms | 0 - 18 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
102
- | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.423 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
103
- | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.246 ms | 0 - 51 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
104
- | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.243 ms | 0 - 49 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
105
- | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.186 ms | 0 - 43 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
106
- | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.177 ms | 0 - 39 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
107
- | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.178 ms | 0 - 22 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
108
- | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.166 ms | 0 - 26 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
109
  | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.34 ms | 54 - 54 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
110
 
111
 
@@ -188,7 +182,7 @@ from qai_hub_models.models.gear_guard_net import Model
188
  torch_model = Model.from_pretrained()
189
 
190
  # Device
191
- device = hub.Device("Samsung Galaxy S24")
192
 
193
  # Trace model
194
  input_shape = torch_model.get_input_spec()
 
35
 
36
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.116 ms | 0 - 23 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
39
+ | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.063 ms | 1 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
40
+ | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.399 ms | 0 - 37 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
41
+ | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.545 ms | 1 - 30 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
42
+ | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.67 ms | 0 - 133 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
43
+ | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.629 ms | 1 - 28 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
44
+ | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.982 ms | 0 - 44 MB | NPU | [PPE-Detection.onnx.zip](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx.zip) |
45
+ | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.278 ms | 0 - 22 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
46
+ | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.228 ms | 0 - 19 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
47
+ | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.116 ms | 0 - 23 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
48
+ | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.063 ms | 1 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
49
+ | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.67 ms | 0 - 137 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
50
+ | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.629 ms | 0 - 73 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
51
+ | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.815 ms | 0 - 26 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
52
+ | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.776 ms | 0 - 23 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
53
+ | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.663 ms | 0 - 133 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
54
+ | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.629 ms | 0 - 71 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
55
+ | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.278 ms | 0 - 22 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
56
+ | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.228 ms | 0 - 19 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
57
+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.481 ms | 0 - 38 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
58
+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.48 ms | 1 - 30 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
59
+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.69 ms | 0 - 35 MB | NPU | [PPE-Detection.onnx.zip](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx.zip) |
60
+ | PPE-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.405 ms | 0 - 29 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
61
+ | PPE-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.395 ms | 1 - 28 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
62
+ | PPE-Detection | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.552 ms | 0 - 27 MB | NPU | [PPE-Detection.onnx.zip](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx.zip) |
63
+ | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.768 ms | 65 - 65 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.dlc) |
64
+ | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.925 ms | 12 - 12 MB | NPU | [PPE-Detection.onnx.zip](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx.zip) |
65
+ | PPE-Detection | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.441 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
66
+ | PPE-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.717 ms | 0 - 38 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
67
+ | PPE-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.478 ms | 0 - 47 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
68
+ | PPE-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.672 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
69
+ | PPE-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.837 ms | 0 - 30 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
70
+ | PPE-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.441 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
71
+ | PPE-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.482 ms | 0 - 47 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
72
+ | PPE-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.095 ms | 0 - 26 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
73
+ | PPE-Detection | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.48 ms | 0 - 47 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
74
+ | PPE-Detection | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.672 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
75
+ | PPE-Detection | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.324 ms | 0 - 37 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
76
+ | PPE-Detection | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.263 ms | 0 - 23 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
77
+ | PPE-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.601 ms | 51 - 51 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a16.dlc) |
78
+ | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.857 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
79
+ | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.82 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
80
+ | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.361 ms | 0 - 41 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
81
+ | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.49 ms | 0 - 41 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
82
+ | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.252 ms | 0 - 51 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
83
+ | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.236 ms | 0 - 50 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
84
+ | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.443 ms | 0 - 18 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
85
+ | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.415 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
86
+ | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.341 ms | 0 - 29 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
87
+ | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.679 ms | 0 - 30 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
88
+ | PPE-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.265 ms | 0 - 3 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
89
+ | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.857 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
90
+ | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.82 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
91
+ | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.249 ms | 0 - 51 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
92
+ | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.244 ms | 0 - 50 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
93
+ | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.695 ms | 0 - 27 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
94
+ | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.69 ms | 0 - 27 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
95
+ | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.248 ms | 0 - 50 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
96
+ | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.245 ms | 0 - 49 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
97
+ | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.443 ms | 0 - 18 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
98
+ | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.415 ms | 0 - 20 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
99
+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.178 ms | 0 - 41 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
100
+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.174 ms | 0 - 40 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
101
+ | PPE-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.149 ms | 0 - 23 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
102
+ | PPE-Detection | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.145 ms | 0 - 27 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
 
 
 
 
 
 
103
  | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.34 ms | 54 - 54 MB | NPU | [PPE-Detection.dlc](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.dlc) |
104
 
105
 
 
182
  torch_model = Model.from_pretrained()
183
 
184
  # Device
185
+ device = hub.Device("Samsung Galaxy S25")
186
 
187
  # Trace model
188
  input_shape = torch_model.get_input_spec()
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