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PPE-Detection

Object Detection
PyTorch
LiteRT
ONNX
real_time
android
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@@ -36,67 +36,65 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.14 ms | 0 - 16 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 | 4.077 ms | 1 - 11 MB | NPU | Use Export Script |
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- | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.555 ms | 0 - 30 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.67 ms | 1 - 26 MB | NPU | Use Export Script |
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- | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.67 ms | 0 - 126 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.657 ms | 1 - 3 MB | NPU | Use Export Script |
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- | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.282 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.257 ms | 1 - 15 MB | NPU | Use Export Script |
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- | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.14 ms | 0 - 16 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 4.077 ms | 1 - 11 MB | NPU | Use Export Script |
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- | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.663 ms | 0 - 129 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.662 ms | 0 - 2 MB | NPU | Use Export Script |
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- | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.871 ms | 0 - 20 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.772 ms | 1 - 18 MB | NPU | Use Export Script |
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- | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.672 ms | 0 - 125 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.672 ms | 1 - 3 MB | NPU | Use Export Script |
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- | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.282 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.257 ms | 1 - 15 MB | NPU | Use Export Script |
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- | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.66 ms | 0 - 125 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.661 ms | 1 - 63 MB | NPU | Use Export Script |
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- | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.913 ms | 0 - 46 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.488 ms | 0 - 33 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.493 ms | 1 - 27 MB | NPU | Use Export Script |
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- | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.662 ms | 1 - 33 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.479 ms | 24 - 41 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.476 ms | 0 - 18 MB | NPU | Use Export Script |
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- | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.664 ms | 1 - 21 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.784 ms | 1 - 1 MB | NPU | Use Export Script |
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- | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.966 ms | 12 - 12 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.87 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.828 ms | 0 - 10 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.428 ms | 0 - 38 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.567 ms | 0 - 32 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.249 ms | 0 - 44 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.235 ms | 0 - 2 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.447 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.418 ms | 0 - 15 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.318 ms | 0 - 24 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.709 ms | 0 - 12 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.742 ms | 0 - 2 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.87 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.828 ms | 0 - 10 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.24 ms | 0 - 45 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.243 ms | 0 - 2 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.734 ms | 4 - 24 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.68 ms | 0 - 16 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.245 ms | 0 - 45 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.237 ms | 0 - 2 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.447 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.418 ms | 0 - 15 MB | NPU | Use Export Script |
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  | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.243 ms | 0 - 45 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.242 ms | 0 - 43 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.368 ms | 0 - 35 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
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- | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.183 ms | 0 - 33 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.186 ms | 0 - 34 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.269 ms | 0 - 37 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
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- | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.182 ms | 0 - 21 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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- | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.193 ms | 0 - 19 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.318 ms | 0 - 25 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
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- | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.352 ms | 0 - 0 MB | NPU | Use Export Script |
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- | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.378 ms | 6 - 6 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
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@@ -161,7 +159,7 @@ PPE-Detection
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 4.1
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- Estimated peak memory usage (MB): [0, 16]
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  Total # Ops : 77
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  Compute Unit(s) : npu (77 ops) gpu (0 ops) cpu (0 ops)
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  ```
 
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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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+ | PPE-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.131 ms | 0 - 17 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 | 4.048 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.524 ms | 0 - 32 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.626 ms | 1 - 24 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.669 ms | 0 - 127 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.658 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.288 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.256 ms | 1 - 16 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.131 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 4.048 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.67 ms | 0 - 123 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.661 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.86 ms | 0 - 20 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.791 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.672 ms | 0 - 123 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.658 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.288 ms | 0 - 19 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.256 ms | 1 - 16 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.658 ms | 0 - 126 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.664 ms | 1 - 7 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.902 ms | 0 - 36 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.487 ms | 0 - 31 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.494 ms | 1 - 26 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.687 ms | 0 - 30 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.485 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.463 ms | 1 - 18 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.635 ms | 1 - 18 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.788 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | PPE-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.977 ms | 12 - 12 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.885 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.421 ms | 0 - 31 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.568 ms | 0 - 36 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.246 ms | 0 - 44 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.24 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.444 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.425 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.379 ms | 0 - 24 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
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+ | PPE-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.663 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | PPE-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.708 ms | 0 - 2 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
78
+ | PPE-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.885 ms | 0 - 15 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
79
+ | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.249 ms | 0 - 44 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
80
+ | PPE-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.245 ms | 0 - 2 MB | NPU | Use Export Script |
81
+ | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.706 ms | 0 - 18 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
82
+ | PPE-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.685 ms | 0 - 18 MB | NPU | Use Export Script |
83
+ | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.253 ms | 0 - 44 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
84
+ | PPE-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.244 ms | 0 - 3 MB | NPU | Use Export Script |
85
+ | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.444 ms | 0 - 17 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
86
+ | PPE-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.425 ms | 0 - 15 MB | NPU | Use Export Script |
 
 
87
  | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.243 ms | 0 - 45 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
88
+ | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.24 ms | 0 - 44 MB | NPU | Use Export Script |
89
+ | PPE-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.37 ms | 0 - 33 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
90
+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.187 ms | 0 - 37 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
91
+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.176 ms | 0 - 35 MB | NPU | Use Export Script |
92
+ | PPE-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.272 ms | 0 - 37 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
93
+ | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.154 ms | 0 - 21 MB | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.tflite) |
94
+ | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.169 ms | 0 - 20 MB | NPU | Use Export Script |
95
+ | PPE-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.278 ms | 0 - 24 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
96
+ | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.322 ms | 0 - 0 MB | NPU | Use Export Script |
97
+ | PPE-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.376 ms | 6 - 6 MB | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection_w8a8.onnx) |
98
 
99
 
100
 
 
159
  Device : cs_8275 (ANDROID 14)
160
  Runtime : TFLITE
161
  Estimated inference time (ms) : 4.1
162
+ Estimated peak memory usage (MB): [0, 17]
163
  Total # Ops : 77
164
  Compute Unit(s) : npu (77 ops) gpu (0 ops) cpu (0 ops)
165
  ```