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MediaPipe-Pose-Estimation

Keypoint Detection
PyTorch
real_time
android
Model card Files
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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

Files changed (1) hide show
  1. README.md +138 -130
README.md CHANGED
@@ -28,12 +28,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.46.0/mediapipe_pose-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.46.0/mediapipe_pose-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.46.0/mediapipe_pose-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.46.0/mediapipe_pose-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.46.0/mediapipe_pose-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.46.0/mediapipe_pose-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[MediaPipe-Pose-Estimation on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_pose)**.
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@@ -63,132 +63,140 @@ See our repository for [MediaPipe-Pose-Estimation on GitHub](https://github.com/
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
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- | PoseDetector | ONNX | float | Snapdragon® X Elite | 1.041 ms | 2 - 2 MB | NPU
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- | PoseDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.845 ms | 0 - 120 MB | NPU
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- | PoseDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.101 ms | 0 - 122 MB | NPU
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- | PoseDetector | ONNX | float | Qualcomm® QCS9075 | 1.786 ms | 0 - 3 MB | NPU
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- | PoseDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.664 ms | 0 - 101 MB | NPU
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- | PoseDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.548 ms | 0 - 102 MB | NPU
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- | PoseDetector | ONNX | w8a8 | Snapdragon® X Elite | 0.439 ms | 0 - 0 MB | NPU
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- | PoseDetector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.429 ms | 0 - 114 MB | NPU
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- | PoseDetector | ONNX | w8a8 | Qualcomm® QCS6490 | 13.894 ms | 9 - 14 MB | CPU
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- | PoseDetector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.543 ms | 0 - 109 MB | NPU
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- | PoseDetector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.643 ms | 0 - 3 MB | NPU
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- | PoseDetector | ONNX | w8a8 | Qualcomm® QCM6690 | 10.21 ms | 10 - 19 MB | CPU
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- | PoseDetector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.304 ms | 0 - 99 MB | NPU
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- | PoseDetector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.585 ms | 9 - 19 MB | CPU
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- | PoseDetector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.286 ms | 0 - 103 MB | NPU
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- | PoseDetector | QNN_DLC | float | Snapdragon® X Elite | 1.021 ms | 0 - 0 MB | NPU
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- | PoseDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.625 ms | 0 - 50 MB | NPU
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- | PoseDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.758 ms | 0 - 32 MB | NPU
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- | PoseDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.851 ms | 0 - 2 MB | NPU
85
- | PoseDetector | QNN_DLC | float | Qualcomm® SA8775P | 1.59 ms | 0 - 33 MB | NPU
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- | PoseDetector | QNN_DLC | float | Qualcomm® QCS9075 | 1.497 ms | 0 - 2 MB | NPU
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- | PoseDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.173 ms | 0 - 43 MB | NPU
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- | PoseDetector | QNN_DLC | float | Qualcomm® SA7255P | 5.758 ms | 0 - 32 MB | NPU
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- | PoseDetector | QNN_DLC | float | Qualcomm® SA8295P | 2.546 ms | 0 - 23 MB | NPU
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- | PoseDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.517 ms | 0 - 35 MB | NPU
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- | PoseDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.397 ms | 0 - 34 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.434 ms | 0 - 0 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.218 ms | 0 - 41 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.518 ms | 0 - 2 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.986 ms | 0 - 29 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.318 ms | 0 - 1 MB | NPU
97
- | PoseDetector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.5 ms | 0 - 31 MB | NPU
 
 
 
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  | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.402 ms | 0 - 2 MB | NPU
99
- | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.206 ms | 0 - 142 MB | NPU
100
- | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.572 ms | 0 - 43 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.986 ms | 0 - 29 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.91 ms | 0 - 26 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.188 ms | 0 - 31 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.408 ms | 0 - 26 MB | NPU
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- | PoseDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.155 ms | 0 - 31 MB | NPU
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- | PoseDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.627 ms | 0 - 50 MB | NPU
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- | PoseDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.861 ms | 0 - 32 MB | NPU
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- | PoseDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.851 ms | 0 - 2 MB | NPU
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- | PoseDetector | TFLITE | float | Qualcomm® SA8775P | 1.598 ms | 0 - 37 MB | NPU
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- | PoseDetector | TFLITE | float | Qualcomm® QCS9075 | 1.493 ms | 0 - 5 MB | NPU
111
- | PoseDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.168 ms | 0 - 43 MB | NPU
112
- | PoseDetector | TFLITE | float | Qualcomm® SA7255P | 5.861 ms | 0 - 32 MB | NPU
113
- | PoseDetector | TFLITE | float | Qualcomm® SA8295P | 2.549 ms | 0 - 25 MB | NPU
114
- | PoseDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.517 ms | 0 - 30 MB | NPU
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- | PoseDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.398 ms | 0 - 36 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.224 ms | 0 - 39 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.56 ms | 0 - 5 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.037 ms | 0 - 29 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.321 ms | 0 - 75 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Qualcomm® SA8775P | 1.9 ms | 0 - 28 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.42 ms | 0 - 3 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Qualcomm® QCM6690 | 3.201 ms | 0 - 141 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.573 ms | 0 - 41 MB | NPU
124
- | PoseDetector | TFLITE | w8a8 | Qualcomm® SA7255P | 1.037 ms | 0 - 29 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.94 ms | 0 - 25 MB | NPU
126
- | PoseDetector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.192 ms | 0 - 25 MB | NPU
127
- | PoseDetector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.391 ms | 0 - 25 MB | NPU
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- | PoseDetector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.161 ms | 0 - 31 MB | NPU
 
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  | PoseLandmarkDetector | ONNX | float | Snapdragon® X Elite | 1.16 ms | 7 - 7 MB | NPU
130
- | PoseLandmarkDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.882 ms | 0 - 145 MB | NPU
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- | PoseLandmarkDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.167 ms | 0 - 9 MB | NPU
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- | PoseLandmarkDetector | ONNX | float | Qualcomm® QCS9075 | 1.667 ms | 1 - 3 MB | NPU
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- | PoseLandmarkDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.757 ms | 0 - 110 MB | NPU
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- | PoseLandmarkDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.636 ms | 0 - 112 MB | NPU
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- | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® X Elite | 0.475 ms | 4 - 4 MB | NPU
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- | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.367 ms | 0 - 135 MB | NPU
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- | PoseLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS6490 | 19.015 ms | 7 - 14 MB | CPU
138
- | PoseLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.535 ms | 0 - 123 MB | NPU
139
- | PoseLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.725 ms | 0 - 3 MB | NPU
140
- | PoseLandmarkDetector | ONNX | w8a8 | Qualcomm® QCM6690 | 9.154 ms | 9 - 20 MB | CPU
141
- | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.326 ms | 0 - 119 MB | NPU
142
- | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.872 ms | 8 - 20 MB | CPU
143
- | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.308 ms | 0 - 120 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | float | Snapdragon® X Elite | 1.082 ms | 1 - 1 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.603 ms | 0 - 76 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.175 ms | 0 - 41 MB | NPU
147
- | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.802 ms | 1 - 2 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® SA8775P | 1.387 ms | 1 - 44 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® QCS9075 | 1.229 ms | 1 - 3 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.138 ms | 0 - 68 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® SA7255P | 3.175 ms | 0 - 41 MB | NPU
152
- | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® SA8295P | 1.432 ms | 0 - 32 MB | NPU
153
- | PoseLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.498 ms | 1 - 41 MB | NPU
154
- | PoseLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.421 ms | 1 - 45 MB | NPU
155
- | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.435 ms | 0 - 0 MB | NPU
156
- | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.204 ms | 0 - 54 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.078 ms | 0 - 2 MB | NPU
158
- | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.795 ms | 0 - 39 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.3 ms | 0 - 2 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.503 ms | 0 - 43 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.444 ms | 0 - 2 MB | NPU
162
- | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1.584 ms | 0 - 38 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.458 ms | 0 - 56 MB | NPU
164
- | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.795 ms | 0 - 39 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.743 ms | 0 - 38 MB | NPU
166
- | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.195 ms | 0 - 43 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.314 ms | 0 - 38 MB | NPU
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- | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.163 ms | 0 - 43 MB | NPU
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- | PoseLandmarkDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.597 ms | 0 - 79 MB | NPU
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- | PoseLandmarkDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.211 ms | 0 - 52 MB | NPU
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- | PoseLandmarkDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.803 ms | 0 - 3 MB | NPU
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- | PoseLandmarkDetector | TFLITE | float | Qualcomm® SA8775P | 1.422 ms | 0 - 54 MB | NPU
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- | PoseLandmarkDetector | TFLITE | float | Qualcomm® QCS9075 | 1.227 ms | 0 - 10 MB | NPU
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- | PoseLandmarkDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.182 ms | 0 - 75 MB | NPU
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- | PoseLandmarkDetector | TFLITE | float | Qualcomm® SA7255P | 3.211 ms | 0 - 52 MB | NPU
176
- | PoseLandmarkDetector | TFLITE | float | Qualcomm® SA8295P | 1.402 ms | 0 - 40 MB | NPU
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- | PoseLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.497 ms | 0 - 44 MB | NPU
178
- | PoseLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.418 ms | 0 - 55 MB | NPU
179
- | PoseLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.215 ms | 0 - 51 MB | NPU
180
- | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.009 ms | 0 - 9 MB | NPU
181
- | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.828 ms | 0 - 38 MB | NPU
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- | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.306 ms | 0 - 2 MB | NPU
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- | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.526 ms | 0 - 42 MB | NPU
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- | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.474 ms | 0 - 6 MB | NPU
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- | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.572 ms | 0 - 33 MB | NPU
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- | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.445 ms | 0 - 55 MB | NPU
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- | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.828 ms | 0 - 38 MB | NPU
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- | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.722 ms | 0 - 36 MB | NPU
189
- | PoseLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.195 ms | 0 - 34 MB | NPU
190
- | PoseLandmarkDetector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.312 ms | 0 - 34 MB | NPU
191
- | PoseLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.168 ms | 0 - 41 MB | NPU
 
 
 
 
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193
  ## License
194
  * The license for the original implementation of MediaPipe-Pose-Estimation can be found
 
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29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.47.0/mediapipe_pose-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.47.0/mediapipe_pose-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.47.0/mediapipe_pose-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.47.0/mediapipe_pose-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.47.0/mediapipe_pose-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_pose/releases/v0.47.0/mediapipe_pose-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[MediaPipe-Pose-Estimation on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_pose)**.
39
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | PoseDetector | ONNX | float | Snapdragon® X Elite | 1.071 ms | 2 - 2 MB | NPU
67
+ | PoseDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.646 ms | 0 - 52 MB | NPU
68
+ | PoseDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.896 ms | 0 - 5 MB | NPU
69
+ | PoseDetector | ONNX | float | Qualcomm® QCS9075 | 1.546 ms | 0 - 3 MB | NPU
70
+ | PoseDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.537 ms | 0 - 36 MB | NPU
71
+ | PoseDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.428 ms | 0 - 36 MB | NPU
72
+ | PoseDetector | ONNX | float | Snapdragon® X2 Elite | 0.519 ms | 0 - 0 MB | NPU
73
+ | PoseDetector | ONNX | w8a8 | Snapdragon® X Elite | 0.448 ms | 0 - 0 MB | NPU
74
+ | PoseDetector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.24 ms | 0 - 45 MB | NPU
75
+ | PoseDetector | ONNX | w8a8 | Qualcomm® QCS6490 | 13.893 ms | 10 - 14 MB | CPU
76
+ | PoseDetector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.337 ms | 0 - 22 MB | NPU
77
+ | PoseDetector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.464 ms | 0 - 3 MB | NPU
78
+ | PoseDetector | ONNX | w8a8 | Qualcomm® QCM6690 | 10.463 ms | 8 - 17 MB | CPU
79
+ | PoseDetector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.199 ms | 0 - 30 MB | NPU
80
+ | PoseDetector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.954 ms | 10 - 19 MB | CPU
81
+ | PoseDetector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.171 ms | 0 - 37 MB | NPU
82
+ | PoseDetector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.19 ms | 0 - 0 MB | NPU
83
+ | PoseDetector | QNN_DLC | float | Snapdragon® X Elite | 1.031 ms | 0 - 0 MB | NPU
84
+ | PoseDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.633 ms | 0 - 50 MB | NPU
85
+ | PoseDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.779 ms | 0 - 31 MB | NPU
86
+ | PoseDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.849 ms | 0 - 2 MB | NPU
87
+ | PoseDetector | QNN_DLC | float | Qualcomm® SA8775P | 1.596 ms | 0 - 35 MB | NPU
88
+ | PoseDetector | QNN_DLC | float | Qualcomm® QCS9075 | 1.485 ms | 0 - 2 MB | NPU
89
+ | PoseDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.155 ms | 0 - 43 MB | NPU
90
+ | PoseDetector | QNN_DLC | float | Qualcomm® SA7255P | 5.779 ms | 0 - 31 MB | NPU
91
+ | PoseDetector | QNN_DLC | float | Qualcomm® SA8295P | 2.541 ms | 0 - 23 MB | NPU
92
+ | PoseDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.513 ms | 0 - 30 MB | NPU
93
+ | PoseDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.395 ms | 0 - 34 MB | NPU
94
+ | PoseDetector | QNN_DLC | float | Snapdragon® X2 Elite | 0.638 ms | 0 - 0 MB | NPU
95
+ | PoseDetector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.43 ms | 0 - 0 MB | NPU
96
+ | PoseDetector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.23 ms | 0 - 41 MB | NPU
97
+ | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.548 ms | 0 - 2 MB | NPU
98
+ | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.99 ms | 0 - 28 MB | NPU
99
+ | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.31 ms | 0 - 2 MB | NPU
100
+ | PoseDetector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.507 ms | 0 - 30 MB | NPU
101
  | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.402 ms | 0 - 2 MB | NPU
102
+ | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.227 ms | 0 - 142 MB | NPU
103
+ | PoseDetector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.567 ms | 0 - 42 MB | NPU
104
+ | PoseDetector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.99 ms | 0 - 28 MB | NPU
105
+ | PoseDetector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.946 ms | 0 - 26 MB | NPU
106
+ | PoseDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.191 ms | 0 - 27 MB | NPU
107
+ | PoseDetector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.405 ms | 0 - 26 MB | NPU
108
+ | PoseDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.162 ms | 0 - 30 MB | NPU
109
+ | PoseDetector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.287 ms | 0 - 0 MB | NPU
110
+ | PoseDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.62 ms | 2 - 52 MB | NPU
111
+ | PoseDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.785 ms | 0 - 32 MB | NPU
112
+ | PoseDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.859 ms | 0 - 2 MB | NPU
113
+ | PoseDetector | TFLITE | float | Qualcomm® SA8775P | 6.994 ms | 0 - 32 MB | NPU
114
+ | PoseDetector | TFLITE | float | Qualcomm® QCS9075 | 1.489 ms | 0 - 5 MB | NPU
115
+ | PoseDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.165 ms | 0 - 44 MB | NPU
116
+ | PoseDetector | TFLITE | float | Qualcomm® SA7255P | 5.785 ms | 0 - 32 MB | NPU
117
+ | PoseDetector | TFLITE | float | Qualcomm® SA8295P | 2.554 ms | 0 - 25 MB | NPU
118
+ | PoseDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.517 ms | 0 - 37 MB | NPU
119
+ | PoseDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.395 ms | 0 - 36 MB | NPU
120
+ | PoseDetector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.227 ms | 0 - 40 MB | NPU
121
+ | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.538 ms | 0 - 5 MB | NPU
122
+ | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.023 ms | 0 - 27 MB | NPU
123
+ | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.318 ms | 0 - 4 MB | NPU
124
+ | PoseDetector | TFLITE | w8a8 | Qualcomm® SA8775P | 1.906 ms | 0 - 28 MB | NPU
125
+ | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.409 ms | 0 - 3 MB | NPU
126
+ | PoseDetector | TFLITE | w8a8 | Qualcomm® QCM6690 | 3.189 ms | 0 - 141 MB | NPU
127
+ | PoseDetector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.573 ms | 0 - 42 MB | NPU
128
+ | PoseDetector | TFLITE | w8a8 | Qualcomm® SA7255P | 1.023 ms | 0 - 27 MB | NPU
129
+ | PoseDetector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.928 ms | 0 - 25 MB | NPU
130
+ | PoseDetector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.188 ms | 0 - 26 MB | NPU
131
+ | PoseDetector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.406 ms | 0 - 25 MB | NPU
132
+ | PoseDetector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.16 ms | 0 - 30 MB | NPU
133
  | PoseLandmarkDetector | ONNX | float | Snapdragon® X Elite | 1.16 ms | 7 - 7 MB | NPU
134
+ | PoseLandmarkDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.663 ms | 0 - 88 MB | NPU
135
+ | PoseLandmarkDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.903 ms | 0 - 10 MB | NPU
136
+ | PoseLandmarkDetector | ONNX | float | Qualcomm® QCS9075 | 1.367 ms | 1 - 3 MB | NPU
137
+ | PoseLandmarkDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.552 ms | 0 - 52 MB | NPU
138
+ | PoseLandmarkDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.459 ms | 0 - 51 MB | NPU
139
+ | PoseLandmarkDetector | ONNX | float | Snapdragon® X2 Elite | 0.582 ms | 7 - 7 MB | NPU
140
+ | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® X Elite | 0.498 ms | 4 - 4 MB | NPU
141
+ | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.236 ms | 0 - 66 MB | NPU
142
+ | PoseLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS6490 | 18.746 ms | 8 - 15 MB | CPU
143
+ | PoseLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.347 ms | 0 - 9 MB | NPU
144
+ | PoseLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.523 ms | 0 - 3 MB | NPU
145
+ | PoseLandmarkDetector | ONNX | w8a8 | Qualcomm® QCM6690 | 9.906 ms | 0 - 12 MB | CPU
146
+ | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.215 ms | 0 - 45 MB | NPU
147
+ | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.183 ms | 7 - 19 MB | CPU
148
+ | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.179 ms | 0 - 54 MB | NPU
149
+ | PoseLandmarkDetector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.19 ms | 0 - 0 MB | NPU
150
+ | PoseLandmarkDetector | QNN_DLC | float | Snapdragon® X Elite | 1.065 ms | 1 - 1 MB | NPU
151
+ | PoseLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.61 ms | 0 - 77 MB | NPU
152
+ | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.162 ms | 1 - 41 MB | NPU
153
+ | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.817 ms | 1 - 2 MB | NPU
154
+ | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® SA8775P | 1.438 ms | 0 - 44 MB | NPU
155
+ | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® QCS9075 | 1.237 ms | 1 - 3 MB | NPU
156
+ | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.189 ms | 0 - 69 MB | NPU
157
+ | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® SA7255P | 3.162 ms | 1 - 41 MB | NPU
158
+ | PoseLandmarkDetector | QNN_DLC | float | Qualcomm® SA8295P | 1.411 ms | 0 - 32 MB | NPU
159
+ | PoseLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.5 ms | 1 - 45 MB | NPU
160
+ | PoseLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.432 ms | 1 - 45 MB | NPU
161
+ | PoseLandmarkDetector | QNN_DLC | float | Snapdragon® X2 Elite | 0.749 ms | 1 - 1 MB | NPU
162
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.432 ms | 0 - 0 MB | NPU
163
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.214 ms | 0 - 54 MB | NPU
164
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.981 ms | 0 - 2 MB | NPU
165
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.802 ms | 0 - 39 MB | NPU
166
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.307 ms | 0 - 3 MB | NPU
167
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.53 ms | 0 - 43 MB | NPU
168
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.442 ms | 2 - 4 MB | NPU
169
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1.628 ms | 0 - 38 MB | NPU
170
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.444 ms | 0 - 57 MB | NPU
171
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.802 ms | 0 - 39 MB | NPU
172
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.704 ms | 0 - 38 MB | NPU
173
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.197 ms | 0 - 39 MB | NPU
174
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.328 ms | 0 - 38 MB | NPU
175
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.17 ms | 0 - 43 MB | NPU
176
+ | PoseLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.321 ms | 0 - 0 MB | NPU
177
+ | PoseLandmarkDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.609 ms | 0 - 80 MB | NPU
178
+ | PoseLandmarkDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.204 ms | 0 - 50 MB | NPU
179
+ | PoseLandmarkDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.805 ms | 0 - 2 MB | NPU
180
+ | PoseLandmarkDetector | TFLITE | float | Qualcomm® SA8775P | 1.431 ms | 0 - 53 MB | NPU
181
+ | PoseLandmarkDetector | TFLITE | float | Qualcomm® QCS9075 | 1.231 ms | 0 - 10 MB | NPU
182
+ | PoseLandmarkDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.169 ms | 0 - 74 MB | NPU
183
+ | PoseLandmarkDetector | TFLITE | float | Qualcomm® SA7255P | 3.204 ms | 0 - 50 MB | NPU
184
+ | PoseLandmarkDetector | TFLITE | float | Qualcomm® SA8295P | 1.426 ms | 0 - 39 MB | NPU
185
+ | PoseLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.499 ms | 0 - 45 MB | NPU
186
+ | PoseLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.421 ms | 0 - 53 MB | NPU
187
+ | PoseLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.213 ms | 0 - 52 MB | NPU
188
+ | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.958 ms | 0 - 9 MB | NPU
189
+ | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.822 ms | 0 - 36 MB | NPU
190
+ | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.313 ms | 0 - 2 MB | NPU
191
+ | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.548 ms | 0 - 41 MB | NPU
192
+ | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.504 ms | 0 - 6 MB | NPU
193
+ | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.637 ms | 0 - 34 MB | NPU
194
+ | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.451 ms | 0 - 55 MB | NPU
195
+ | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.822 ms | 0 - 36 MB | NPU
196
+ | PoseLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.749 ms | 0 - 36 MB | NPU
197
+ | PoseLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.201 ms | 0 - 34 MB | NPU
198
+ | PoseLandmarkDetector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.326 ms | 0 - 35 MB | NPU
199
+ | PoseLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.172 ms | 0 - 40 MB | NPU
200
 
201
  ## License
202
  * The license for the original implementation of MediaPipe-Pose-Estimation can be found