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PPE-Detection

Object Detection
PyTorch
TF Lite
ONNX
real_time
android
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@@ -36,27 +36,29 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.67 ms | 0 - 232 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.725 ms | 0 - 49 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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- | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.105 ms | 0 - 15 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.561 ms | 0 - 42 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.613 ms | 1 - 16 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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- | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.943 ms | 0 - 46 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.666 ms | 0 - 4 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.722 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.671 ms | 0 - 242 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.728 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.669 ms | 0 - 174 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.731 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.666 ms | 0 - 7 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.73 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.428 ms | 0 - 39 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.492 ms | 1 - 16 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.48 ms | 0 - 22 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.44 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.713 ms | 0 - 24 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.853 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.173 ms | 13 - 13 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
 
 
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@@ -121,9 +123,9 @@ PPE-Detection
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.7
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- Estimated peak memory usage (MB): [0, 232]
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- Total # Ops : 80
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- Compute Unit(s) : NPU (80 ops)
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  ```
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.665 ms | 0 - 3 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.965 ms | 1 - 248 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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+ | PPE-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.124 ms | 0 - 15 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.496 ms | 0 - 44 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.668 ms | 1 - 16 MB | FP16 | NPU | [PPE-Detection.so](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.so) |
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+ | PPE-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.904 ms | 0 - 45 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.482 ms | 0 - 22 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.654 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.889 ms | 0 - 24 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.664 ms | 0 - 1 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.893 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.667 ms | 0 - 2 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.905 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.67 ms | 0 - 1 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.939 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.67 ms | 0 - 1 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.905 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8295P ADP | SA8295P | TFLITE | 1.837 ms | 0 - 17 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA8295P ADP | SA8295P | QNN | 2.256 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.413 ms | 0 - 39 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.784 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.042 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.207 ms | 13 - 13 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.7
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+ Estimated peak memory usage (MB): [0, 3]
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+ Total # Ops : 77
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+ Compute Unit(s) : NPU (77 ops)
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  ```
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