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PPE-Detection

Object Detection
PyTorch
LiteRT
ONNX
real_time
android
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@@ -36,35 +36,35 @@ 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 | 0.673 ms | 0 - 124 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 | 0.657 ms | 1 - 3 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 | 0.958 ms | 0 - 41 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 | 0.483 ms | 0 - 33 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 | 0.487 ms | 1 - 19 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 | 0.671 ms | 0 - 29 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 | 0.409 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 | 0.476 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.576 ms | 2 - 21 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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- | PPE-Detection | SA7255P ADP | SA7255P | TFLITE | 28.924 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA7255P ADP | SA7255P | QNN | 28.862 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.67 ms | 0 - 126 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 | 0.659 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8295P ADP | SA8295P | TFLITE | 1.859 ms | 0 - 20 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 | 1.796 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.673 ms | 0 - 124 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 | 0.66 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | SA8775P ADP | SA8775P | TFLITE | 1.573 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | SA8775P ADP | SA8775P | QNN | 1.481 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 28.924 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 28.862 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.669 ms | 0 - 127 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 | 0.66 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.573 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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- | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.481 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.544 ms | 0 - 34 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 | 1.538 ms | 1 - 26 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.774 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.958 ms | 12 - 12 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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@@ -129,7 +129,7 @@ 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, 124]
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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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  | 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 - 126 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 | 0.658 ms | 1 - 3 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 | 0.9 ms | 0 - 61 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 | 0.486 ms | 0 - 30 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 | 0.489 ms | 1 - 21 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 | 0.685 ms | 0 - 30 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 | 0.414 ms | 0 - 21 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 | 0.517 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.637 ms | 1 - 21 MB | FP16 | NPU | [PPE-Detection.onnx](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.onnx) |
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+ | PPE-Detection | SA7255P ADP | SA7255P | TFLITE | 28.95 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA7255P ADP | SA7255P | QNN | 28.858 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.661 ms | 0 - 125 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 | 0.659 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8295P ADP | SA8295P | TFLITE | 1.856 ms | 0 - 18 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 | 1.758 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.669 ms | 0 - 125 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 | 0.657 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | SA8775P ADP | SA8775P | TFLITE | 1.543 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | SA8775P ADP | SA8775P | QNN | 1.529 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 28.95 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 28.858 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.674 ms | 0 - 127 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 | 0.66 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.543 ms | 0 - 16 MB | FP16 | NPU | [PPE-Detection.tflite](https://huggingface.co/qualcomm/PPE-Detection/blob/main/PPE-Detection.tflite) |
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+ | PPE-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.529 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.59 ms | 0 - 30 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 | 1.512 ms | 1 - 25 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.765 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | PPE-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.951 ms | 12 - 12 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, 126]
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  Total # Ops : 77
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  Compute Unit(s) : NPU (77 ops)
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  ```