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MediaPipe-Hand-Detection

Object Detection
PyTorch
LiteRT
ONNX
real_time
android
Model card Files Community
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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. HandDetector.so +0 -3
  2. HandLandmarkDetector.bin +0 -3
  3. HandLandmarkDetector.onnx +0 -3
  4. HandLandmarkDetector.so +0 -3
  5. HandDetector.onnx → MediaPipe-Hand-Detection_HandDetector.onnx +0 -0
  6. HandDetector.tflite → MediaPipe-Hand-Detection_HandDetector.tflite +0 -0
  7. HandDetector.bin → MediaPipe-Hand-Detection_HandLandmarkDetector.onnx +2 -2
  8. HandLandmarkDetector.tflite → MediaPipe-Hand-Detection_HandLandmarkDetector.tflite +0 -0
  9. MediaPipeHandDetector.bin +0 -3
  10. MediaPipeHandDetector.onnx +0 -3
  11. MediaPipeHandDetector.so +0 -3
  12. MediaPipeHandDetector.tflite +0 -3
  13. MediaPipeHandLandmarkDetector.bin +0 -3
  14. MediaPipeHandLandmarkDetector.onnx +0 -3
  15. MediaPipeHandLandmarkDetector.so +0 -3
  16. MediaPipeHandLandmarkDetector.tflite +0 -3
  17. README.md +60 -60
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HandDetector.onnx → MediaPipe-Hand-Detection_HandDetector.onnx RENAMED
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HandDetector.tflite → MediaPipe-Hand-Detection_HandDetector.tflite RENAMED
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HandDetector.bin → MediaPipe-Hand-Detection_HandLandmarkDetector.onnx RENAMED
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HandLandmarkDetector.tflite → MediaPipe-Hand-Detection_HandLandmarkDetector.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
- | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.832 ms | 0 - 21 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
40
- | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.772 ms | 0 - 9 MB | NPU | Use Export Script |
41
- | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.424 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
42
- | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.469 ms | 1 - 26 MB | NPU | Use Export Script |
43
- | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.741 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
44
- | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.711 ms | 1 - 4 MB | NPU | Use Export Script |
45
- | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.327 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
46
- | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.282 ms | 1 - 15 MB | NPU | Use Export Script |
47
- | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.832 ms | 0 - 21 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
48
- | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.772 ms | 0 - 9 MB | NPU | Use Export Script |
49
- | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.743 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
50
- | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.71 ms | 1 - 4 MB | NPU | Use Export Script |
51
- | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.72 ms | 0 - 21 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
52
- | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.689 ms | 0 - 18 MB | NPU | Use Export Script |
53
- | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.741 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
54
- | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.709 ms | 1 - 3 MB | NPU | Use Export Script |
55
- | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.327 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
56
- | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.282 ms | 1 - 15 MB | NPU | Use Export Script |
57
- | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.743 ms | 2 - 33 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
58
- | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.708 ms | 0 - 15 MB | NPU | Use Export Script |
59
- | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.985 ms | 0 - 22 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
60
- | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.538 ms | 0 - 32 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
61
- | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.532 ms | 0 - 32 MB | NPU | Use Export Script |
62
- | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.688 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
63
- | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.539 ms | 0 - 23 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
64
- | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.446 ms | 0 - 25 MB | NPU | Use Export Script |
65
- | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.595 ms | 1 - 27 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
66
- | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.861 ms | 1 - 1 MB | NPU | Use Export Script |
67
- | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.985 ms | 4 - 4 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
68
- | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.356 ms | 0 - 22 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
69
- | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.282 ms | 1 - 11 MB | NPU | Use Export Script |
70
- | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.897 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
71
- | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.115 ms | 1 - 26 MB | NPU | Use Export Script |
72
- | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.019 ms | 0 - 64 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
73
- | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.999 ms | 1 - 3 MB | NPU | Use Export Script |
74
- | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.934 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
75
- | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.863 ms | 1 - 15 MB | NPU | Use Export Script |
76
- | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.356 ms | 0 - 22 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
77
- | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.282 ms | 1 - 11 MB | NPU | Use Export Script |
78
- | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.024 ms | 0 - 62 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
79
- | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.024 ms | 1 - 4 MB | NPU | Use Export Script |
80
- | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.282 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
81
- | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.196 ms | 1 - 19 MB | NPU | Use Export Script |
82
- | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.025 ms | 0 - 62 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
83
- | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.007 ms | 1 - 3 MB | NPU | Use Export Script |
84
- | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.934 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
85
- | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.863 ms | 1 - 15 MB | NPU | Use Export Script |
86
- | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.012 ms | 0 - 63 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
87
- | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.991 ms | 0 - 53 MB | NPU | Use Export Script |
88
- | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.389 ms | 0 - 40 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
89
- | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.748 ms | 0 - 33 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
90
- | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.745 ms | 0 - 31 MB | NPU | Use Export Script |
91
- | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.95 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
92
- | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.706 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
93
- | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.706 ms | 1 - 22 MB | NPU | Use Export Script |
94
- | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.941 ms | 1 - 27 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
95
- | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.238 ms | 1 - 1 MB | NPU | Use Export Script |
96
- | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.36 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
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@@ -157,7 +157,7 @@ Profiling Results
157
  HandDetector
158
  Device : cs_8275 (ANDROID 14)
159
  Runtime : TFLITE
160
- Estimated inference time (ms) : 3.8
161
  Estimated peak memory usage (MB): [0, 21]
162
  Total # Ops : 149
163
  Compute Unit(s) : npu (149 ops) gpu (0 ops) cpu (0 ops)
@@ -166,7 +166,7 @@ Compute Unit(s) : npu (149 ops) gpu (0 ops) cpu (0 ops)
166
  HandLandmarkDetector
167
  Device : cs_8275 (ANDROID 14)
168
  Runtime : TFLITE
169
- Estimated inference time (ms) : 5.4
170
  Estimated peak memory usage (MB): [0, 22]
171
  Total # Ops : 158
172
  Compute Unit(s) : npu (158 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
+ | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.686 ms | 0 - 21 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
40
+ | HandDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.763 ms | 1 - 10 MB | NPU | Use Export Script |
41
+ | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.381 ms | 0 - 28 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
42
+ | HandDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.44 ms | 1 - 22 MB | NPU | Use Export Script |
43
+ | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.744 ms | 0 - 32 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
44
+ | HandDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.706 ms | 1 - 3 MB | NPU | Use Export Script |
45
+ | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.331 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
46
+ | HandDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.297 ms | 1 - 15 MB | NPU | Use Export Script |
47
+ | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.686 ms | 0 - 21 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
48
+ | HandDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.763 ms | 1 - 10 MB | NPU | Use Export Script |
49
+ | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.741 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
50
+ | HandDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.712 ms | 1 - 3 MB | NPU | Use Export Script |
51
+ | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.74 ms | 0 - 22 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
52
+ | HandDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.667 ms | 0 - 18 MB | NPU | Use Export Script |
53
+ | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.737 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
54
+ | HandDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.71 ms | 1 - 3 MB | NPU | Use Export Script |
55
+ | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.331 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
56
+ | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.297 ms | 1 - 15 MB | NPU | Use Export Script |
57
+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.73 ms | 0 - 30 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
58
+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.711 ms | 0 - 14 MB | NPU | Use Export Script |
59
+ | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.993 ms | 1 - 23 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
60
+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.54 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
61
+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.526 ms | 0 - 29 MB | NPU | Use Export Script |
62
+ | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.682 ms | 0 - 36 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
63
+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.443 ms | 0 - 26 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
64
+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.534 ms | 1 - 19 MB | NPU | Use Export Script |
65
+ | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.591 ms | 1 - 24 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
66
+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.877 ms | 1 - 1 MB | NPU | Use Export Script |
67
+ | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.994 ms | 4 - 4 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
68
+ | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.343 ms | 0 - 22 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
69
+ | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 35.374 ms | 1 - 11 MB | NPU | Use Export Script |
70
+ | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.853 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
71
+ | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.032 ms | 1 - 28 MB | NPU | Use Export Script |
72
+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.015 ms | 0 - 63 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
73
+ | HandLandmarkDetector | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.005 ms | 1 - 4 MB | NPU | Use Export Script |
74
+ | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.918 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
75
+ | HandLandmarkDetector | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.879 ms | 1 - 15 MB | NPU | Use Export Script |
76
+ | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.343 ms | 0 - 22 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
77
+ | HandLandmarkDetector | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 35.374 ms | 1 - 11 MB | NPU | Use Export Script |
78
+ | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.023 ms | 0 - 64 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
79
+ | HandLandmarkDetector | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.999 ms | 1 - 3 MB | NPU | Use Export Script |
80
+ | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.307 ms | 0 - 23 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
81
+ | HandLandmarkDetector | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.234 ms | 1 - 18 MB | NPU | Use Export Script |
82
+ | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.013 ms | 0 - 64 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
83
+ | HandLandmarkDetector | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.027 ms | 1 - 4 MB | NPU | Use Export Script |
84
+ | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.918 ms | 0 - 24 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
85
+ | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.879 ms | 1 - 15 MB | NPU | Use Export Script |
86
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.037 ms | 0 - 62 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
87
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.015 ms | 0 - 53 MB | NPU | Use Export Script |
88
+ | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.343 ms | 0 - 20 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
89
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.748 ms | 0 - 32 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
90
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.75 ms | 0 - 34 MB | NPU | Use Export Script |
91
+ | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.921 ms | 0 - 37 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
92
+ | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.694 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
93
+ | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.703 ms | 1 - 25 MB | NPU | Use Export Script |
94
+ | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.935 ms | 1 - 26 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
95
+ | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.239 ms | 1 - 1 MB | NPU | Use Export Script |
96
+ | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.393 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
97
 
98
 
99
 
 
157
  HandDetector
158
  Device : cs_8275 (ANDROID 14)
159
  Runtime : TFLITE
160
+ Estimated inference time (ms) : 24.7
161
  Estimated peak memory usage (MB): [0, 21]
162
  Total # Ops : 149
163
  Compute Unit(s) : npu (149 ops) gpu (0 ops) cpu (0 ops)
 
166
  HandLandmarkDetector
167
  Device : cs_8275 (ANDROID 14)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 5.3
170
  Estimated peak memory usage (MB): [0, 22]
171
  Total # Ops : 158
172
  Compute Unit(s) : npu (158 ops) gpu (0 ops) cpu (0 ops)