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OpenPose

Keypoint Detection
PyTorch
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android
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@@ -31,31 +31,31 @@ 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 | 11.792 ms | 0 - 365 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.807 ms | 1 - 215 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 12.038 ms | 1 - 4 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 8.705 ms | 0 - 19 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 8.758 ms | 1 - 19 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.796 ms | 1 - 51 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.66 ms | 0 - 18 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.719 ms | 1 - 17 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.766 ms | 1 - 32 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 11.71 ms | 0 - 376 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 11.656 ms | 1 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | SA7255P ADP | SA7255P | TFLITE | 770.143 ms | 0 - 16 MB | FP16 | NPU | -- |
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- | OpenPose | SA7255P ADP | SA7255P | QNN | 770.181 ms | 1 - 11 MB | FP16 | NPU | -- |
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- | OpenPose | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 11.749 ms | 0 - 375 MB | FP16 | NPU | -- |
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- | OpenPose | SA8255 (Proxy) | SA8255P Proxy | QNN | 11.792 ms | 1 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | SA8295P ADP | SA8295P | TFLITE | 26.61 ms | 0 - 16 MB | FP16 | NPU | -- |
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- | OpenPose | SA8295P ADP | SA8295P | QNN | 26.496 ms | 3 - 9 MB | FP16 | NPU | -- |
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- | OpenPose | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 11.798 ms | 0 - 365 MB | FP16 | NPU | -- |
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- | OpenPose | SA8650 (Proxy) | SA8650P Proxy | QNN | 11.649 ms | 1 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | SA8775P ADP | SA8775P | TFLITE | 29.306 ms | 0 - 16 MB | FP16 | NPU | -- |
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- | OpenPose | SA8775P ADP | SA8775P | QNN | 29.313 ms | 1 - 6 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 23.508 ms | 0 - 21 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 23.67 ms | 1 - 23 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.287 ms | 1 - 1 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.736 ms | 103 - 103 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 | 11.759 ms | 0 - 375 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.806 ms | 1 - 216 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 11.905 ms | 1 - 183 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 8.703 ms | 0 - 22 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 8.758 ms | 1 - 22 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.862 ms | 3 - 31 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.659 ms | 0 - 20 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 7.114 ms | 1 - 19 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.768 ms | 3 - 28 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 11.722 ms | 0 - 380 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 11.645 ms | 1 - 3 MB | FP16 | NPU | -- |
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+ | OpenPose | SA7255P ADP | SA7255P | TFLITE | 770.198 ms | 0 - 15 MB | FP16 | NPU | -- |
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+ | OpenPose | SA7255P ADP | SA7255P | QNN | 770.204 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 11.695 ms | 0 - 365 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8255 (Proxy) | SA8255P Proxy | QNN | 11.702 ms | 1 - 3 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8295P ADP | SA8295P | TFLITE | 26.613 ms | 0 - 20 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8295P ADP | SA8295P | QNN | 25.901 ms | 1 - 15 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 11.7 ms | 0 - 375 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8650 (Proxy) | SA8650P Proxy | QNN | 11.676 ms | 1 - 2 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8775P ADP | SA8775P | TFLITE | 29.327 ms | 0 - 16 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8775P ADP | SA8775P | QNN | 29.304 ms | 1 - 11 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 23.69 ms | 0 - 27 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 23.81 ms | 1 - 24 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.336 ms | 1 - 1 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.782 ms | 103 - 103 MB | FP16 | NPU | -- |
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