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OpenPose

Keypoint Detection
PyTorch
android
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@@ -31,35 +31,35 @@ This model is an implementation of OpenPose found [here](https://github.com/CMU-
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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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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 11.506 ms | 0 - 911 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.506 ms | 1 - 3 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 11.686 ms | 1 - 299 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 8.56 ms | 0 - 134 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 8.602 ms | 1 - 19 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.772 ms | 1 - 28 MB | FP16 | NPU | -- |
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  | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.892 ms | 0 - 25 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.031 ms | 0 - 18 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.645 ms | 1 - 21 MB | FP16 | NPU | -- |
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- | OpenPose | SA7255P ADP | SA7255P | TFLITE | 769.514 ms | 0 - 20 MB | FP16 | NPU | -- |
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- | OpenPose | SA7255P ADP | SA7255P | QNN | 769.547 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | OpenPose | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 11.489 ms | 0 - 880 MB | FP16 | NPU | -- |
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- | OpenPose | SA8255 (Proxy) | SA8255P Proxy | QNN | 11.541 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | OpenPose | SA8295P ADP | SA8295P | TFLITE | 26.304 ms | 0 - 22 MB | FP16 | NPU | -- |
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- | OpenPose | SA8295P ADP | SA8295P | QNN | 25.312 ms | 1 - 18 MB | FP16 | NPU | -- |
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- | OpenPose | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 11.535 ms | 0 - 853 MB | FP16 | NPU | -- |
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- | OpenPose | SA8650 (Proxy) | SA8650P Proxy | QNN | 11.535 ms | 1 - 3 MB | FP16 | NPU | -- |
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- | OpenPose | SA8775P ADP | SA8775P | TFLITE | 29.065 ms | 0 - 19 MB | FP16 | NPU | -- |
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- | OpenPose | SA8775P ADP | SA8775P | QNN | 28.859 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 769.514 ms | 0 - 20 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 769.547 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 11.546 ms | 0 - 877 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 11.445 ms | 1 - 4 MB | FP16 | NPU | -- |
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- | OpenPose | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 29.065 ms | 0 - 19 MB | FP16 | NPU | -- |
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- | OpenPose | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 28.859 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 23.612 ms | 0 - 137 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 22.314 ms | 0 - 23 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 11.966 ms | 1 - 1 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.689 ms | 102 - 102 MB | FP16 | NPU | -- |
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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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+ | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 11.495 ms | 0 - 917 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.517 ms | 1 - 3 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 11.59 ms | 0 - 226 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 8.562 ms | 0 - 136 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 8.597 ms | 1 - 18 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.799 ms | 1 - 32 MB | FP16 | NPU | -- |
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  | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.892 ms | 0 - 25 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.596 ms | 0 - 18 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.741 ms | 0 - 23 MB | FP16 | NPU | -- |
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+ | OpenPose | SA7255P ADP | SA7255P | TFLITE | 769.55 ms | 0 - 19 MB | FP16 | NPU | -- |
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+ | OpenPose | SA7255P ADP | SA7255P | QNN | 769.528 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 11.558 ms | 0 - 907 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8255 (Proxy) | SA8255P Proxy | QNN | 11.479 ms | 1 - 4 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8295P ADP | SA8295P | TFLITE | 26.259 ms | 0 - 22 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8295P ADP | SA8295P | QNN | 25.345 ms | 1 - 19 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 11.525 ms | 0 - 866 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8650 (Proxy) | SA8650P Proxy | QNN | 11.512 ms | 1 - 3 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8775P ADP | SA8775P | TFLITE | 29.082 ms | 0 - 19 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8775P ADP | SA8775P | QNN | 28.874 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 769.55 ms | 0 - 19 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 769.528 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 11.519 ms | 0 - 908 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 11.468 ms | 1 - 4 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 29.082 ms | 0 - 19 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 28.874 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 23.431 ms | 0 - 135 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 22.383 ms | 0 - 23 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 11.982 ms | 1 - 1 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.273 ms | 101 - 101 MB | FP16 | NPU | -- |
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