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Keypoint Detection
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@@ -31,27 +31,29 @@ More details on model performance accross various devices, can be found [here](h
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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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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 11.959 ms | 0 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.864 ms | 1 - 205 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 12.08 ms | 0 - 114 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 11.393 ms | 0 - 41 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 11.479 ms | 1 - 18 MB | FP16 | NPU | -- |
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- | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.482 ms | 0 - 45 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 11.74 ms | 0 - 3 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 12.078 ms | 1 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 11.737 ms | 0 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | SA8255 (Proxy) | SA8255P Proxy | QNN | 12.134 ms | 1 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 11.702 ms | 0 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | SA8775 (Proxy) | SA8775P Proxy | QNN | 12.105 ms | 1 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 11.688 ms | 0 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | SA8650 (Proxy) | SA8650P Proxy | QNN | 12.118 ms | 1 - 2 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 23.527 ms | 0 - 41 MB | FP16 | NPU | -- |
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- | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 23.749 ms | 1 - 18 MB | FP16 | NPU | -- |
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  | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.656 ms | 0 - 23 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.742 ms | 1 - 16 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 7.177 ms | 1 - 27 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.659 ms | 1 - 1 MB | FP16 | NPU | -- |
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- | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.628 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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+ | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 11.709 ms | 0 - 2 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 11.889 ms | 1 - 215 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 11.986 ms | 0 - 114 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 8.706 ms | 0 - 39 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 8.756 ms | 1 - 20 MB | FP16 | NPU | -- |
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+ | OpenPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.805 ms | 0 - 44 MB | FP16 | NPU | -- |
 
 
 
 
 
 
 
 
 
 
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  | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.656 ms | 0 - 23 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.705 ms | 0 - 14 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 7.157 ms | 1 - 27 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 11.645 ms | 0 - 2 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 12.061 ms | 1 - 2 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 11.745 ms | 0 - 8 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8255 (Proxy) | SA8255P Proxy | QNN | 12.102 ms | 1 - 2 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 11.812 ms | 0 - 2 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8775 (Proxy) | SA8775P Proxy | QNN | 12.119 ms | 1 - 2 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 11.762 ms | 0 - 2 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8650 (Proxy) | SA8650P Proxy | QNN | 12.129 ms | 0 - 2 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8295P ADP | SA8295P | TFLITE | 26.6 ms | 0 - 23 MB | FP16 | NPU | -- |
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+ | OpenPose | SA8295P ADP | SA8295P | QNN | 25.836 ms | 1 - 6 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 23.378 ms | 0 - 41 MB | FP16 | NPU | -- |
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+ | OpenPose | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 23.617 ms | 1 - 18 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.691 ms | 1 - 1 MB | FP16 | NPU | -- |
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+ | OpenPose | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.522 ms | 103 - 103 MB | FP16 | NPU | -- |
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