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MediaPipe-Pose-Estimation

Keypoint Detection
PyTorch
LiteRT
real_time
android
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v0.30.2

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.

Files changed (17) hide show
  1. PoseDetector.onnx → MediaPipe-Pose-Estimation_PoseDetector.onnx +0 -0
  2. MediaPipePoseDetector.tflite → MediaPipe-Pose-Estimation_PoseDetector.tflite +0 -0
  3. MediaPipePoseDetector.bin → MediaPipe-Pose-Estimation_PoseLandmarkDetector.onnx +2 -2
  4. MediaPipePoseLandmarkDetector.tflite → MediaPipe-Pose-Estimation_PoseLandmarkDetector.tflite +0 -0
  5. MediaPipePoseDetector.onnx +0 -3
  6. MediaPipePoseDetector.so +0 -3
  7. MediaPipePoseLandmarkDetector.bin +0 -3
  8. MediaPipePoseLandmarkDetector.onnx +0 -3
  9. MediaPipePoseLandmarkDetector.so +0 -3
  10. PoseDetector.bin +0 -3
  11. PoseDetector.so +0 -3
  12. PoseDetector.tflite +0 -3
  13. PoseLandmarkDetector.bin +0 -3
  14. PoseLandmarkDetector.onnx +0 -3
  15. PoseLandmarkDetector.so +0 -3
  16. PoseLandmarkDetector.tflite +0 -3
  17. README.md +57 -57
PoseDetector.onnx → MediaPipe-Pose-Estimation_PoseDetector.onnx RENAMED
File without changes
MediaPipePoseDetector.tflite → MediaPipe-Pose-Estimation_PoseDetector.tflite RENAMED
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MediaPipePoseDetector.bin → MediaPipe-Pose-Estimation_PoseLandmarkDetector.onnx RENAMED
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MediaPipePoseLandmarkDetector.tflite → MediaPipe-Pose-Estimation_PoseLandmarkDetector.tflite RENAMED
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README.md CHANGED
@@ -36,64 +36,64 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | PoseDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.214 ms | 0 - 15 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
40
- | PoseDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.143 ms | 0 - 10 MB | NPU | Use Export Script |
41
- | PoseDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.974 ms | 0 - 31 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
42
- | PoseDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.03 ms | 0 - 21 MB | NPU | Use Export Script |
43
- | PoseDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.783 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
44
- | PoseDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.757 ms | 0 - 2 MB | NPU | Use Export Script |
45
  | PoseDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.502 ms | 0 - 18 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
46
- | PoseDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.451 ms | 0 - 15 MB | NPU | Use Export Script |
47
- | PoseDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.214 ms | 0 - 15 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
48
- | PoseDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.143 ms | 0 - 10 MB | NPU | Use Export Script |
49
- | PoseDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.788 ms | 0 - 26 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
50
- | PoseDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.753 ms | 0 - 2 MB | NPU | Use Export Script |
51
- | PoseDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.36 ms | 0 - 20 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
52
- | PoseDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.342 ms | 0 - 18 MB | NPU | Use Export Script |
53
- | PoseDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.783 ms | 0 - 28 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
54
- | PoseDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.76 ms | 0 - 2 MB | NPU | Use Export Script |
55
  | PoseDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.502 ms | 0 - 18 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
56
- | PoseDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.451 ms | 0 - 15 MB | NPU | Use Export Script |
57
- | PoseDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.784 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
58
- | PoseDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.754 ms | 0 - 17 MB | NPU | Use Export Script |
59
- | PoseDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.913 ms | 0 - 12 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
60
- | PoseDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.572 ms | 0 - 30 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
61
- | PoseDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.558 ms | 0 - 26 MB | NPU | Use Export Script |
62
- | PoseDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.643 ms | 0 - 35 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
63
- | PoseDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.558 ms | 0 - 26 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
64
- | PoseDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.457 ms | 0 - 19 MB | NPU | Use Export Script |
65
- | PoseDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.71 ms | 0 - 24 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
66
- | PoseDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.885 ms | 0 - 0 MB | NPU | Use Export Script |
67
- | PoseDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.943 ms | 0 - 0 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
68
- | PoseLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.23 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
69
- | PoseLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.183 ms | 1 - 10 MB | NPU | Use Export Script |
70
- | PoseLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.095 ms | 0 - 44 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
71
- | PoseLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.254 ms | 1 - 37 MB | NPU | Use Export Script |
72
- | PoseLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.805 ms | 0 - 69 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
73
- | PoseLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.82 ms | 1 - 4 MB | NPU | Use Export Script |
74
- | PoseLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.477 ms | 0 - 29 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
75
- | PoseLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.421 ms | 1 - 15 MB | NPU | Use Export Script |
76
- | PoseLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.23 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
77
- | PoseLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.183 ms | 1 - 10 MB | NPU | Use Export Script |
78
- | PoseLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.813 ms | 0 - 70 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
79
- | PoseLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.821 ms | 0 - 2 MB | NPU | Use Export Script |
80
- | PoseLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.418 ms | 0 - 25 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
81
- | PoseLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.384 ms | 0 - 18 MB | NPU | Use Export Script |
82
- | PoseLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.805 ms | 0 - 70 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
83
- | PoseLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.822 ms | 0 - 2 MB | NPU | Use Export Script |
84
- | PoseLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.477 ms | 0 - 29 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
85
- | PoseLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.421 ms | 1 - 15 MB | NPU | Use Export Script |
86
- | PoseLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.803 ms | 0 - 69 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
87
- | PoseLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.796 ms | 1 - 39 MB | NPU | Use Export Script |
88
- | PoseLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.148 ms | 0 - 32 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
89
- | PoseLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.607 ms | 0 - 50 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
90
- | PoseLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.598 ms | 1 - 46 MB | NPU | Use Export Script |
91
- | PoseLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.782 ms | 0 - 51 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
92
- | PoseLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.482 ms | 0 - 33 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
93
- | PoseLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.556 ms | 1 - 24 MB | NPU | Use Export Script |
94
- | PoseLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.778 ms | 2 - 26 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
95
- | PoseLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.023 ms | 1 - 1 MB | NPU | Use Export Script |
96
- | PoseLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.156 ms | 8 - 8 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
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98
 
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@@ -166,7 +166,7 @@ Compute Unit(s) : npu (106 ops) gpu (0 ops) cpu (0 ops)
166
  PoseLandmarkDetector
167
  Device : cs_8275 (ANDROID 14)
168
  Runtime : TFLITE
169
- Estimated inference time (ms) : 3.2
170
  Estimated peak memory usage (MB): [0, 27]
171
  Total # Ops : 219
172
  Compute Unit(s) : npu (219 ops) gpu (0 ops) cpu (0 ops)
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | PoseDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.19 ms | 0 - 15 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
40
+ | PoseDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.152 ms | 0 - 9 MB | NPU | Use Export Script |
41
+ | PoseDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.984 ms | 0 - 23 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
42
+ | PoseDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.042 ms | 0 - 23 MB | NPU | Use Export Script |
43
+ | PoseDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.788 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
44
+ | PoseDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.76 ms | 0 - 3 MB | NPU | Use Export Script |
45
  | PoseDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.502 ms | 0 - 18 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
46
+ | PoseDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.431 ms | 0 - 15 MB | NPU | Use Export Script |
47
+ | PoseDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.19 ms | 0 - 15 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
48
+ | PoseDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.152 ms | 0 - 9 MB | NPU | Use Export Script |
49
+ | PoseDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.787 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
50
+ | PoseDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.758 ms | 0 - 2 MB | NPU | Use Export Script |
51
+ | PoseDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.34 ms | 0 - 20 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
52
+ | PoseDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.306 ms | 0 - 18 MB | NPU | Use Export Script |
53
+ | PoseDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.783 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
54
+ | PoseDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.761 ms | 0 - 2 MB | NPU | Use Export Script |
55
  | PoseDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.502 ms | 0 - 18 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
56
+ | PoseDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.431 ms | 0 - 15 MB | NPU | Use Export Script |
57
+ | PoseDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.782 ms | 0 - 28 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
58
+ | PoseDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.759 ms | 0 - 16 MB | NPU | Use Export Script |
59
+ | PoseDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.931 ms | 0 - 13 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
60
+ | PoseDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.559 ms | 0 - 31 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
61
+ | PoseDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.558 ms | 0 - 28 MB | NPU | Use Export Script |
62
+ | PoseDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.648 ms | 0 - 31 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
63
+ | PoseDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.459 ms | 0 - 23 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
64
+ | PoseDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.556 ms | 0 - 19 MB | NPU | Use Export Script |
65
+ | PoseDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.686 ms | 0 - 19 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
66
+ | PoseDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.897 ms | 0 - 0 MB | NPU | Use Export Script |
67
+ | PoseDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.951 ms | 0 - 0 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
68
+ | PoseLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 17.2 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
69
+ | PoseLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 17.095 ms | 1 - 11 MB | NPU | Use Export Script |
70
+ | PoseLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.115 ms | 0 - 48 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
71
+ | PoseLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.273 ms | 1 - 43 MB | NPU | Use Export Script |
72
+ | PoseLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.811 ms | 0 - 70 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
73
+ | PoseLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.831 ms | 1 - 4 MB | NPU | Use Export Script |
74
+ | PoseLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.491 ms | 0 - 29 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
75
+ | PoseLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.421 ms | 1 - 16 MB | NPU | Use Export Script |
76
+ | PoseLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 17.2 ms | 0 - 27 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
77
+ | PoseLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 17.095 ms | 1 - 11 MB | NPU | Use Export Script |
78
+ | PoseLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.817 ms | 1 - 69 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
79
+ | PoseLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.817 ms | 1 - 3 MB | NPU | Use Export Script |
80
+ | PoseLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.432 ms | 0 - 26 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
81
+ | PoseLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.386 ms | 0 - 18 MB | NPU | Use Export Script |
82
+ | PoseLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.817 ms | 0 - 69 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
83
+ | PoseLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.825 ms | 1 - 3 MB | NPU | Use Export Script |
84
+ | PoseLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.491 ms | 0 - 29 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
85
+ | PoseLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.421 ms | 1 - 16 MB | NPU | Use Export Script |
86
+ | PoseLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.819 ms | 0 - 70 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
87
+ | PoseLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.796 ms | 1 - 35 MB | NPU | Use Export Script |
88
+ | PoseLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.107 ms | 0 - 28 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
89
+ | PoseLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.597 ms | 0 - 50 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
90
+ | PoseLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.591 ms | 1 - 45 MB | NPU | Use Export Script |
91
+ | PoseLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.771 ms | 0 - 50 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
92
+ | PoseLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.554 ms | 0 - 34 MB | NPU | [MediaPipe-Pose-Estimation.tflite](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.tflite) |
93
+ | PoseLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.471 ms | 1 - 29 MB | NPU | Use Export Script |
94
+ | PoseLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.765 ms | 1 - 26 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
95
+ | PoseLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.011 ms | 1 - 1 MB | NPU | Use Export Script |
96
+ | PoseLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.165 ms | 7 - 7 MB | NPU | [MediaPipe-Pose-Estimation.onnx](https://huggingface.co/qualcomm/MediaPipe-Pose-Estimation/blob/main/MediaPipe-Pose-Estimation.onnx) |
97
 
98
 
99
 
 
166
  PoseLandmarkDetector
167
  Device : cs_8275 (ANDROID 14)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 17.2
170
  Estimated peak memory usage (MB): [0, 27]
171
  Total # Ops : 219
172
  Compute Unit(s) : npu (219 ops) gpu (0 ops) cpu (0 ops)