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MediaPipe-Pose-Estimation

Keypoint Detection
PyTorch
LiteRT
ONNX
real_time
android
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@@ -36,64 +36,64 @@ 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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- | PoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.786 ms | 0 - 28 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.761 ms | 0 - 2 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.so) |
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- | PoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.907 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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- | PoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.573 ms | 0 - 28 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.567 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.so) |
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- | PoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.648 ms | 0 - 28 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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- | PoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.565 ms | 0 - 24 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.454 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.689 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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- | PoseDetector | SA7255P ADP | SA7255P | TFLITE | 37.857 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | SA7255P ADP | SA7255P | QNN | 37.821 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.777 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.755 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | SA8295P ADP | SA8295P | TFLITE | 2.336 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | SA8295P ADP | SA8295P | QNN | 2.349 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.78 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.756 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | SA8775P ADP | SA8775P | TFLITE | 1.782 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | SA8775P ADP | SA8775P | QNN | 1.736 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 37.857 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 37.821 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.788 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.753 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.782 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.736 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.972 ms | 0 - 30 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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- | PoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.969 ms | 0 - 28 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.88 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | PoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.938 ms | 2 - 2 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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- | PoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.816 ms | 0 - 68 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.82 ms | 1 - 3 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.so) |
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- | PoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.114 ms | 0 - 34 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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- | PoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.572 ms | 0 - 49 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.601 ms | 1 - 20 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.so) |
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- | PoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.766 ms | 0 - 49 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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- | PoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.555 ms | 0 - 30 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.56 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.651 ms | 1 - 30 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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- | PoseLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 17.205 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA7255P ADP | SA7255P | QNN | 17.082 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.818 ms | 0 - 69 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.832 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 1.439 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA8295P ADP | SA8295P | QNN | 1.383 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.822 ms | 0 - 71 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.794 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 1.673 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | SA8775P ADP | SA8775P | QNN | 1.601 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 17.205 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 17.082 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.818 ms | 0 - 69 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.797 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.673 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.601 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.146 ms | 0 - 46 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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- | PoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.141 ms | 1 - 39 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.013 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | PoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.133 ms | 7 - 7 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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@@ -158,7 +158,7 @@ PoseDetector
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.8
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- Estimated peak memory usage (MB): [0, 28]
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  Total # Ops : 106
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  Compute Unit(s) : NPU (106 ops)
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@@ -167,7 +167,7 @@ PoseLandmarkDetector
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.8
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- Estimated peak memory usage (MB): [0, 68]
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  Total # Ops : 219
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  Compute Unit(s) : NPU (219 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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+ | PoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.781 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.786 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.so) |
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+ | PoseDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.917 ms | 0 - 12 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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+ | PoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.567 ms | 0 - 25 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.57 ms | 0 - 33 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.so) |
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+ | PoseDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.671 ms | 0 - 36 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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+ | PoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.46 ms | 0 - 18 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.454 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.567 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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+ | PoseDetector | SA7255P ADP | SA7255P | TFLITE | 37.869 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | SA7255P ADP | SA7255P | QNN | 37.832 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.786 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.756 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | SA8295P ADP | SA8295P | TFLITE | 2.357 ms | 0 - 19 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | SA8295P ADP | SA8295P | QNN | 2.321 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.786 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.757 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | SA8775P ADP | SA8775P | TFLITE | 1.79 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | SA8775P ADP | SA8775P | QNN | 1.734 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 37.869 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 37.832 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.785 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.751 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.79 ms | 0 - 15 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.734 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.973 ms | 0 - 26 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.tflite) |
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+ | PoseDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.976 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.886 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | PoseDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.942 ms | 3 - 3 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseDetector.onnx) |
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+ | PoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.824 ms | 0 - 71 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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+ | PoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.81 ms | 1 - 36 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.so) |
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+ | PoseLandmarkDetector | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.119 ms | 0 - 33 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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+ | PoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.614 ms | 0 - 50 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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+ | PoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.6 ms | 1 - 45 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.so](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.so) |
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+ | PoseLandmarkDetector | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.781 ms | 0 - 53 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
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+ | PoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.52 ms | 0 - 32 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
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+ | PoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.552 ms | 0 - 24 MB | FP16 | NPU | Use Export Script |
76
+ | PoseLandmarkDetector | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.681 ms | 1 - 30 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
77
+ | PoseLandmarkDetector | SA7255P ADP | SA7255P | TFLITE | 17.165 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
78
+ | PoseLandmarkDetector | SA7255P ADP | SA7255P | QNN | 17.094 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
79
+ | PoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.814 ms | 0 - 68 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
80
+ | PoseLandmarkDetector | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.8 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
81
+ | PoseLandmarkDetector | SA8295P ADP | SA8295P | TFLITE | 1.431 ms | 0 - 25 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
82
+ | PoseLandmarkDetector | SA8295P ADP | SA8295P | QNN | 1.39 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
83
+ | PoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.819 ms | 0 - 71 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
84
+ | PoseLandmarkDetector | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.817 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
85
+ | PoseLandmarkDetector | SA8775P ADP | SA8775P | TFLITE | 1.633 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
86
+ | PoseLandmarkDetector | SA8775P ADP | SA8775P | QNN | 1.606 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
87
+ | PoseLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 17.165 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
88
+ | PoseLandmarkDetector | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 17.094 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
89
+ | PoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.815 ms | 0 - 71 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
90
+ | PoseLandmarkDetector | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.806 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
91
+ | PoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.633 ms | 0 - 27 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
92
+ | PoseLandmarkDetector | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.606 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
93
+ | PoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.194 ms | 0 - 42 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.tflite) |
94
+ | PoseLandmarkDetector | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.157 ms | 1 - 37 MB | FP16 | NPU | Use Export Script |
95
+ | PoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.025 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
96
+ | PoseLandmarkDetector | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.152 ms | 7 - 7 MB | FP16 | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/PoseLandmarkDetector.onnx) |
97
 
98
 
99
 
 
158
  Device : Samsung Galaxy S23 (13)
159
  Runtime : TFLITE
160
  Estimated inference time (ms) : 0.8
161
+ Estimated peak memory usage (MB): [0, 27]
162
  Total # Ops : 106
163
  Compute Unit(s) : NPU (106 ops)
164
 
 
167
  Device : Samsung Galaxy S23 (13)
168
  Runtime : TFLITE
169
  Estimated inference time (ms) : 0.8
170
+ Estimated peak memory usage (MB): [0, 71]
171
  Total # Ops : 219
172
  Compute Unit(s) : NPU (219 ops)
173
  ```