Hugging Face's logo

qualcomm
/
MediaPipe-Hand-Detection

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
e19f8ee
·
verified ·
1 Parent(s): 552806a

v0.47.0

Browse files

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

Files changed (1) hide show
  1. README.md +61 -57
README.md CHANGED
@@ -28,9 +28,9 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | 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_hand/releases/v0.46.0/mediapipe_hand-onnx-float.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.46.0/mediapipe_hand-qnn_dlc-float.zip)
33
- | 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_hand/releases/v0.46.0/mediapipe_hand-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand)**.
36
 
@@ -60,60 +60,64 @@ See our repository for [MediaPipe-Hand-Detection on GitHub](https://github.com/q
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | HandDetector | ONNX | float | Snapdragon® X Elite | 0.97 ms | 3 - 3 MB | NPU
64
- | HandDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.823 ms | 0 - 134 MB | NPU
65
- | HandDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.047 ms | 0 - 52 MB | NPU
66
- | HandDetector | ONNX | float | Qualcomm® QCS9075 | 1.474 ms | 1 - 4 MB | NPU
67
- | HandDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.632 ms | 0 - 110 MB | NPU
68
- | HandDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.588 ms | 0 - 110 MB | NPU
69
- | HandDetector | QNN_DLC | float | Snapdragon® X Elite | 0.895 ms | 1 - 1 MB | NPU
70
- | HandDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.53 ms | 0 - 60 MB | NPU
71
- | HandDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.785 ms | 1 - 41 MB | NPU
72
- | HandDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.731 ms | 1 - 3 MB | NPU
73
- | HandDetector | QNN_DLC | float | Qualcomm® SA8775P | 1.269 ms | 1 - 43 MB | NPU
74
- | HandDetector | QNN_DLC | float | Qualcomm® QCS9075 | 1.123 ms | 1 - 3 MB | NPU
75
- | HandDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.349 ms | 0 - 54 MB | NPU
76
- | HandDetector | QNN_DLC | float | Qualcomm® SA7255P | 3.785 ms | 1 - 41 MB | NPU
77
- | HandDetector | QNN_DLC | float | Qualcomm® SA8295P | 1.71 ms | 0 - 31 MB | NPU
78
- | HandDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.442 ms | 1 - 40 MB | NPU
79
- | HandDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.381 ms | 1 - 43 MB | NPU
80
- | HandDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.531 ms | 0 - 57 MB | NPU
81
- | HandDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.808 ms | 0 - 39 MB | NPU
82
- | HandDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.73 ms | 0 - 2 MB | NPU
83
- | HandDetector | TFLITE | float | Qualcomm® SA8775P | 1.302 ms | 0 - 43 MB | NPU
84
- | HandDetector | TFLITE | float | Qualcomm® QCS9075 | 1.124 ms | 0 - 7 MB | NPU
85
- | HandDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.401 ms | 0 - 51 MB | NPU
86
- | HandDetector | TFLITE | float | Qualcomm® SA7255P | 3.808 ms | 0 - 39 MB | NPU
87
- | HandDetector | TFLITE | float | Qualcomm® SA8295P | 1.702 ms | 0 - 30 MB | NPU
88
- | HandDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.449 ms | 0 - 44 MB | NPU
89
- | HandDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.381 ms | 0 - 43 MB | NPU
90
- | HandLandmarkDetector | ONNX | float | Snapdragon® X Elite | 1.349 ms | 6 - 6 MB | NPU
91
- | HandLandmarkDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.058 ms | 0 - 125 MB | NPU
92
- | HandLandmarkDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.39 ms | 0 - 13 MB | NPU
93
- | HandLandmarkDetector | ONNX | float | Qualcomm® QCS9075 | 2.125 ms | 1 - 4 MB | NPU
94
- | HandLandmarkDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.806 ms | 0 - 106 MB | NPU
95
- | HandLandmarkDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.716 ms | 0 - 106 MB | NPU
96
- | HandLandmarkDetector | QNN_DLC | float | Snapdragon® X Elite | 1.265 ms | 1 - 1 MB | NPU
97
- | HandLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.763 ms | 0 - 58 MB | NPU
98
- | HandLandmarkDetector | QNN_DLC | float | Qualcomm�� QCS8275 (Proxy) | 5.323 ms | 1 - 35 MB | NPU
99
- | HandLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.009 ms | 1 - 3 MB | NPU
100
- | HandLandmarkDetector | QNN_DLC | float | Qualcomm® SA8775P | 1.851 ms | 1 - 39 MB | NPU
101
- | HandLandmarkDetector | QNN_DLC | float | Qualcomm® QCS9075 | 1.677 ms | 3 - 5 MB | NPU
102
- | HandLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.942 ms | 0 - 53 MB | NPU
103
- | HandLandmarkDetector | QNN_DLC | float | Qualcomm® SA7255P | 5.323 ms | 1 - 35 MB | NPU
104
- | HandLandmarkDetector | QNN_DLC | float | Qualcomm® SA8295P | 2.261 ms | 0 - 31 MB | NPU
105
- | HandLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.607 ms | 0 - 38 MB | NPU
106
- | HandLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.512 ms | 1 - 39 MB | NPU
107
- | HandLandmarkDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.754 ms | 0 - 61 MB | NPU
108
- | HandLandmarkDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.363 ms | 0 - 42 MB | NPU
109
- | HandLandmarkDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.996 ms | 0 - 2 MB | NPU
110
- | HandLandmarkDetector | TFLITE | float | Qualcomm® SA8775P | 1.882 ms | 0 - 45 MB | NPU
111
- | HandLandmarkDetector | TFLITE | float | Qualcomm® QCS9075 | 1.682 ms | 0 - 9 MB | NPU
112
- | HandLandmarkDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.938 ms | 0 - 57 MB | NPU
113
- | HandLandmarkDetector | TFLITE | float | Qualcomm® SA7255P | 5.363 ms | 0 - 42 MB | NPU
114
- | HandLandmarkDetector | TFLITE | float | Qualcomm® SA8295P | 2.273 ms | 0 - 34 MB | NPU
115
- | HandLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.604 ms | 0 - 44 MB | NPU
116
- | HandLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.508 ms | 0 - 45 MB | NPU
 
 
 
 
117
 
118
  ## License
119
  * The license for the original implementation of MediaPipe-Hand-Detection can be found
 
28
 
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_hand/releases/v0.47.0/mediapipe_hand-onnx-float.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand/releases/v0.47.0/mediapipe_hand-qnn_dlc-float.zip)
33
+ | 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_hand/releases/v0.47.0/mediapipe_hand-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand)**.
36
 
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | HandDetector | ONNX | float | Snapdragon® X Elite | 1.02 ms | 3 - 3 MB | NPU
64
+ | HandDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.596 ms | 0 - 66 MB | NPU
65
+ | HandDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.836 ms | 0 - 6 MB | NPU
66
+ | HandDetector | ONNX | float | Qualcomm® QCS9075 | 1.289 ms | 1 - 3 MB | NPU
67
+ | HandDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.495 ms | 0 - 48 MB | NPU
68
+ | HandDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.421 ms | 0 - 47 MB | NPU
69
+ | HandDetector | ONNX | float | Snapdragon® X2 Elite | 0.49 ms | 0 - 0 MB | NPU
70
+ | HandDetector | QNN_DLC | float | Snapdragon® X Elite | 0.91 ms | 1 - 1 MB | NPU
71
+ | HandDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.532 ms | 0 - 59 MB | NPU
72
+ | HandDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.795 ms | 0 - 40 MB | NPU
73
+ | HandDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.736 ms | 1 - 3 MB | NPU
74
+ | HandDetector | QNN_DLC | float | Qualcomm® SA8775P | 5.172 ms | 1 - 40 MB | NPU
75
+ | HandDetector | QNN_DLC | float | Qualcomm® QCS9075 | 1.131 ms | 1 - 3 MB | NPU
76
+ | HandDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.355 ms | 0 - 54 MB | NPU
77
+ | HandDetector | QNN_DLC | float | Qualcomm® SA7255P | 3.795 ms | 0 - 40 MB | NPU
78
+ | HandDetector | QNN_DLC | float | Qualcomm® SA8295P | 1.694 ms | 1 - 32 MB | NPU
79
+ | HandDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.444 ms | 1 - 44 MB | NPU
80
+ | HandDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.382 ms | 1 - 43 MB | NPU
81
+ | HandDetector | QNN_DLC | float | Snapdragon® X2 Elite | 0.653 ms | 1 - 1 MB | NPU
82
+ | HandDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.535 ms | 0 - 58 MB | NPU
83
+ | HandDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.895 ms | 0 - 38 MB | NPU
84
+ | HandDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.738 ms | 0 - 4 MB | NPU
85
+ | HandDetector | TFLITE | float | Qualcomm® SA8775P | 1.335 ms | 0 - 42 MB | NPU
86
+ | HandDetector | TFLITE | float | Qualcomm® QCS9075 | 1.146 ms | 0 - 7 MB | NPU
87
+ | HandDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.367 ms | 0 - 51 MB | NPU
88
+ | HandDetector | TFLITE | float | Qualcomm® SA7255P | 3.895 ms | 0 - 38 MB | NPU
89
+ | HandDetector | TFLITE | float | Qualcomm® SA8295P | 1.711 ms | 0 - 30 MB | NPU
90
+ | HandDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.451 ms | 0 - 36 MB | NPU
91
+ | HandDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.379 ms | 0 - 42 MB | NPU
92
+ | HandLandmarkDetector | ONNX | float | Snapdragon® X Elite | 1.38 ms | 6 - 6 MB | NPU
93
+ | HandLandmarkDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.838 ms | 0 - 61 MB | NPU
94
+ | HandLandmarkDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.108 ms | 0 - 8 MB | NPU
95
+ | HandLandmarkDetector | ONNX | float | Qualcomm® QCS9075 | 1.833 ms | 1 - 4 MB | NPU
96
+ | HandLandmarkDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.657 ms | 0 - 34 MB | NPU
97
+ | HandLandmarkDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.559 ms | 0 - 43 MB | NPU
98
+ | HandLandmarkDetector | ONNX | float | Snapdragon® X2 Elite | 0.722 ms | 6 - 6 MB | NPU
99
+ | HandLandmarkDetector | QNN_DLC | float | Snapdragon® X Elite | 1.278 ms | 1 - 1 MB | NPU
100
+ | HandLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.766 ms | 0 - 58 MB | NPU
101
+ | HandLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.37 ms | 1 - 35 MB | NPU
102
+ | HandLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.001 ms | 0 - 6 MB | NPU
103
+ | HandLandmarkDetector | QNN_DLC | float | Qualcomm® SA8775P | 1.879 ms | 1 - 39 MB | NPU
104
+ | HandLandmarkDetector | QNN_DLC | float | Qualcomm® QCS9075 | 1.712 ms | 3 - 5 MB | NPU
105
+ | HandLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.927 ms | 0 - 53 MB | NPU
106
+ | HandLandmarkDetector | QNN_DLC | float | Qualcomm® SA7255P | 5.37 ms | 1 - 35 MB | NPU
107
+ | HandLandmarkDetector | QNN_DLC | float | Qualcomm® SA8295P | 2.242 ms | 0 - 31 MB | NPU
108
+ | HandLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.599 ms | 1 - 39 MB | NPU
109
+ | HandLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.516 ms | 1 - 39 MB | NPU
110
+ | HandLandmarkDetector | QNN_DLC | float | Snapdragon® X2 Elite | 0.876 ms | 1 - 1 MB | NPU
111
+ | HandLandmarkDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.758 ms | 0 - 61 MB | NPU
112
+ | HandLandmarkDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5.372 ms | 0 - 41 MB | NPU
113
+ | HandLandmarkDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.987 ms | 0 - 2 MB | NPU
114
+ | HandLandmarkDetector | TFLITE | float | Qualcomm® SA8775P | 1.877 ms | 0 - 43 MB | NPU
115
+ | HandLandmarkDetector | TFLITE | float | Qualcomm® QCS9075 | 1.688 ms | 0 - 9 MB | NPU
116
+ | HandLandmarkDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.94 ms | 0 - 57 MB | NPU
117
+ | HandLandmarkDetector | TFLITE | float | Qualcomm® SA7255P | 5.372 ms | 0 - 41 MB | NPU
118
+ | HandLandmarkDetector | TFLITE | float | Qualcomm® SA8295P | 2.264 ms | 0 - 34 MB | NPU
119
+ | HandLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.602 ms | 0 - 37 MB | NPU
120
+ | HandLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.513 ms | 0 - 44 MB | NPU
121
 
122
  ## License
123
  * The license for the original implementation of MediaPipe-Hand-Detection can be found