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MediaPipe-Hand-Detection

Object Detection
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v0.37.0

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See https://github.com/quic/ai-hub-models/releases/v0.37.0 for changelog.

Files changed (18) hide show
  1. .gitattributes +2 -0
  2. MediaPipe-Hand-Detection_HandDetector.dlc → MediaPipe-Hand-Detection_HandDetector_float.dlc +1 -1
  3. MediaPipe-Hand-Detection_HandDetector.onnx.zip → MediaPipe-Hand-Detection_HandDetector_float.onnx.zip +1 -1
  4. MediaPipe-Hand-Detection_HandDetector.tflite → MediaPipe-Hand-Detection_HandDetector_float.tflite +0 -0
  5. MediaPipe-Hand-Detection_HandLandmarkDetector.dlc → MediaPipe-Hand-Detection_HandLandmarkDetector_float.dlc +1 -1
  6. MediaPipe-Hand-Detection_HandLandmarkDetector.onnx.zip → MediaPipe-Hand-Detection_HandLandmarkDetector_float.onnx.zip +1 -1
  7. MediaPipe-Hand-Detection_HandLandmarkDetector.tflite → MediaPipe-Hand-Detection_HandLandmarkDetector_float.tflite +0 -0
  8. README.md +35 -33
  9. precompiled/qualcomm-snapdragon-x-elite/MediaPipe-Hand-Detection_HandDetector.onnx.zip +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/{MediaPipe-Hand-Detection_HandDetector.bin → MediaPipe-Hand-Detection_HandDetector_float.bin} +0 -0
  11. precompiled/qualcomm-snapdragon-x-elite/MediaPipe-Hand-Detection_HandDetector_float.onnx.zip +3 -0
  12. precompiled/qualcomm-snapdragon-x-elite/MediaPipe-Hand-Detection_HandLandmarkDetector.onnx.zip +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/{MediaPipe-Hand-Detection_HandLandmarkDetector.bin → MediaPipe-Hand-Detection_HandLandmarkDetector_float.bin} +0 -0
  14. precompiled/qualcomm-snapdragon-x-elite/MediaPipe-Hand-Detection_HandLandmarkDetector_float.onnx.zip +3 -0
  15. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +0 -5
  16. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +3 -0
  17. sdk_versions.yml +0 -9
  18. tool-versions.yaml +4 -0
.gitattributes CHANGED
@@ -40,3 +40,5 @@ HandLandmarkDetector.so filter=lfs diff=lfs merge=lfs -text
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  MediaPipe-Hand-Detection_HandDetector.dlc filter=lfs diff=lfs merge=lfs -text
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  MediaPipe-Hand-Detection_HandLandmarkDetector.dlc filter=lfs diff=lfs merge=lfs -text
42
  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
 
 
 
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  MediaPipe-Hand-Detection_HandDetector.dlc filter=lfs diff=lfs merge=lfs -text
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  MediaPipe-Hand-Detection_HandLandmarkDetector.dlc filter=lfs diff=lfs merge=lfs -text
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  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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+ MediaPipe-Hand-Detection_HandDetector_float.dlc filter=lfs diff=lfs merge=lfs -text
44
+ MediaPipe-Hand-Detection_HandLandmarkDetector_float.dlc filter=lfs diff=lfs merge=lfs -text
MediaPipe-Hand-Detection_HandDetector.dlc → MediaPipe-Hand-Detection_HandDetector_float.dlc RENAMED
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MediaPipe-Hand-Detection_HandDetector.onnx.zip → MediaPipe-Hand-Detection_HandDetector_float.onnx.zip RENAMED
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MediaPipe-Hand-Detection_HandDetector.tflite → MediaPipe-Hand-Detection_HandDetector_float.tflite RENAMED
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MediaPipe-Hand-Detection_HandLandmarkDetector.dlc → MediaPipe-Hand-Detection_HandLandmarkDetector_float.dlc RENAMED
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MediaPipe-Hand-Detection_HandLandmarkDetector.tflite → MediaPipe-Hand-Detection_HandLandmarkDetector_float.tflite RENAMED
File without changes
README.md CHANGED
@@ -38,63 +38,65 @@ More details on model performance across various devices, can be found
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
  | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.781 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
41
- | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.723 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
42
  | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.306 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
43
- | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.337 ms | 1 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
44
  | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.719 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
45
  | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.707 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
 
46
  | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.304 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
47
- | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.298 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
48
  | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.781 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
49
- | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.723 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
50
  | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.733 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
51
- | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.713 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
52
  | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.74 ms | 0 - 30 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
53
- | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.688 ms | 1 - 32 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
54
  | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.73 ms | 0 - 36 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
55
- | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.712 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
56
  | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.304 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
57
- | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.298 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
58
  | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.732 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
59
- | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.708 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
60
- | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.021 ms | 0 - 18 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
61
  | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.528 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
62
- | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.518 ms | 1 - 37 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
63
- | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.687 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
64
  | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.529 ms | 0 - 25 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
65
- | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.518 ms | 1 - 29 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
66
- | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.71 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
67
- | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.869 ms | 26 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
68
- | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.024 ms | 3 - 3 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
69
  | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.351 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
70
- | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.253 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
71
  | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.806 ms | 0 - 40 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
72
- | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.938 ms | 1 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
73
  | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.008 ms | 0 - 69 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
74
- | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.986 ms | 0 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
 
75
  | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.937 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
76
- | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.884 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
77
  | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.351 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
78
- | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.253 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
79
  | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.018 ms | 0 - 70 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
80
- | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.005 ms | 0 - 63 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
81
  | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.27 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
82
- | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.231 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
83
  | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.004 ms | 0 - 68 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
84
- | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.994 ms | 0 - 57 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
85
  | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.937 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
86
- | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.884 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
87
  | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.016 ms | 0 - 70 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
88
- | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.0 ms | 0 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
89
- | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.403 ms | 1 - 57 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
90
  | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.766 ms | 0 - 42 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
91
- | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.717 ms | 0 - 36 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
92
- | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.941 ms | 0 - 40 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
93
  | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.695 ms | 0 - 33 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
94
- | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.695 ms | 1 - 29 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
95
- | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.905 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
96
- | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.255 ms | 47 - 47 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
97
- | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.389 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
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38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
  | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.781 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
41
+ | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.719 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
42
  | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.306 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
43
+ | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.329 ms | 1 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
44
  | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.719 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
45
  | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.707 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
46
+ | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.958 ms | 0 - 32 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
47
  | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.304 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
48
+ | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.29 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
49
  | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.781 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
50
+ | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.719 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
51
  | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.733 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
52
+ | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.707 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
53
  | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.74 ms | 0 - 30 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
54
+ | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.69 ms | 1 - 30 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
55
  | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.73 ms | 0 - 36 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
56
+ | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.709 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
57
  | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.304 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
58
+ | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.29 ms | 1 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
59
  | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.732 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
60
+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.714 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
61
+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.026 ms | 0 - 15 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
62
  | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.528 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
63
+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.519 ms | 0 - 38 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
64
+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.683 ms | 0 - 40 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
65
  | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.529 ms | 0 - 25 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
66
+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.429 ms | 1 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
67
+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.706 ms | 1 - 31 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
68
+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.879 ms | 26 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
69
+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.994 ms | 3 - 3 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
70
  | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.351 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
71
+ | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.246 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
72
  | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.806 ms | 0 - 40 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
73
+ | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.962 ms | 1 - 41 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
74
  | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.008 ms | 0 - 69 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
75
+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.003 ms | 0 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
76
+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.327 ms | 0 - 60 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
77
  | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.937 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
78
+ | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.874 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
79
  | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.351 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
80
+ | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.246 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
81
  | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.018 ms | 0 - 70 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
82
+ | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.993 ms | 1 - 59 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
83
  | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.27 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
84
+ | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.218 ms | 0 - 28 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
85
  | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.004 ms | 0 - 68 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
86
+ | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.991 ms | 0 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
87
  | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.937 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
88
+ | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.874 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
89
  | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.016 ms | 0 - 70 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
90
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.963 ms | 0 - 54 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
91
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.317 ms | 0 - 57 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
92
  | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.766 ms | 0 - 42 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
93
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.759 ms | 1 - 42 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
94
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.935 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
95
  | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.695 ms | 0 - 33 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
96
+ | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.696 ms | 1 - 29 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
97
+ | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.938 ms | 1 - 27 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
98
+ | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.246 ms | 47 - 47 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
99
+ | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.367 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx.zip](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx.zip) |
100
 
101
 
102
 
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