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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 | 11.511 ms | 0 - 858 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.495 ms | 1 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 11.782 ms | 0 - 297 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 8.582 ms | 0 - 135 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 8.544 ms | 1 - 19 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.835 ms | 0 - 26 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.557 ms | 0 - 25 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.513 ms | 0 - 19 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 7.072 ms | 0 - 21 MB | FP16 | NPU | -- |
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- | OpenPose | SA7255P ADP | SA7255P | TFLITE | 769.637 ms | 0 - 18 MB | FP16 | NPU | -- |
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- | OpenPose | SA7255P ADP | SA7255P | QNN | 769.563 ms | 1 - 8 MB | FP16 | NPU | -- |
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- | OpenPose | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 11.594 ms | 0 - 870 MB | FP16 | NPU | -- |
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- | OpenPose | SA8255 (Proxy) | SA8255P Proxy | QNN | 11.488 ms | 1 - 3 MB | FP16 | NPU | -- |
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- | OpenPose | SA8295P ADP | SA8295P | TFLITE | 25.536 ms | 0 - 24 MB | FP16 | NPU | -- |
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- | OpenPose | SA8295P ADP | SA8295P | QNN | 25.361 ms | 1 - 15 MB | FP16 | NPU | -- |
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- | OpenPose | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 11.522 ms | 0 - 821 MB | FP16 | NPU | -- |
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- | OpenPose | SA8650 (Proxy) | SA8650P Proxy | QNN | 11.484 ms | 1 - 3 MB | FP16 | NPU | -- |
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- | OpenPose | SA8775P ADP | SA8775P | TFLITE | 29.067 ms | 0 - 19 MB | FP16 | NPU | -- |
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- | OpenPose | SA8775P ADP | SA8775P | QNN | 28.938 ms | 1 - 11 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 769.637 ms | 0 - 18 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 769.563 ms | 1 - 8 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 11.484 ms | 0 - 877 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 11.467 ms | 1 - 3 MB | FP16 | NPU | -- |
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- | OpenPose | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 29.067 ms | 0 - 19 MB | FP16 | NPU | -- |
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- | OpenPose | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 28.938 ms | 1 - 11 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 22.414 ms | 0 - 138 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 23.185 ms | 0 - 21 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.107 ms | 1 - 1 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.027 ms | 101 - 101 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 | 11.506 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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