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MediaPipe-Hand-Gesture-Recognition

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
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v0.50.2

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +189 -180
  2. release_assets.json +1 -1
README.md CHANGED
@@ -28,12 +28,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Gesture-Recognition on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand_gesture)**.
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@@ -68,189 +68,198 @@ See our repository for [MediaPipe-Hand-Gesture-Recognition on GitHub](https://gi
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | canned_gesture_classifier | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.08 ms | 0 - 22 MB | NPU
72
- | canned_gesture_classifier | ONNX | float | Snapdragon® X2 Elite | 0.065 ms | 0 - 0 MB | NPU
73
- | canned_gesture_classifier | ONNX | float | Snapdragon® X Elite | 0.181 ms | 1 - 1 MB | NPU
74
- | canned_gesture_classifier | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.076 ms | 0 - 26 MB | NPU
75
- | canned_gesture_classifier | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.096 ms | 0 - 2 MB | NPU
76
- | canned_gesture_classifier | ONNX | float | Qualcomm® QCS9075 | 0.225 ms | 0 - 3 MB | NPU
77
- | canned_gesture_classifier | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.073 ms | 0 - 22 MB | NPU
78
- | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.503 ms | 0 - 23 MB | CPU
79
- | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® X2 Elite | 0.419 ms | 3 - 3 MB | CPU
80
- | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® X Elite | 1.442 ms | 1 - 1 MB | CPU
81
- | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.634 ms | 0 - 27 MB | CPU
82
- | canned_gesture_classifier | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.698 ms | 0 - 3 MB | CPU
83
- | canned_gesture_classifier | ONNX | w8a8 | Qualcomm® QCS9075 | 1.263 ms | 0 - 3 MB | CPU
84
- | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.468 ms | 0 - 23 MB | CPU
85
- | canned_gesture_classifier | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.051 ms | 0 - 20 MB | NPU
86
- | canned_gesture_classifier | QNN_DLC | float | Snapdragon® X2 Elite | 0.14 ms | 0 - 0 MB | NPU
87
- | canned_gesture_classifier | QNN_DLC | float | Snapdragon® X Elite | 0.172 ms | 0 - 0 MB | NPU
88
- | canned_gesture_classifier | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.061 ms | 0 - 25 MB | NPU
89
- | canned_gesture_classifier | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 0.331 ms | 0 - 19 MB | NPU
90
- | canned_gesture_classifier | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.072 ms | 0 - 27 MB | NPU
91
- | canned_gesture_classifier | QNN_DLC | float | Qualcomm® SA8775P | 0.22 ms | 0 - 20 MB | NPU
92
- | canned_gesture_classifier | QNN_DLC | float | Qualcomm® QCS9075 | 0.137 ms | 2 - 4 MB | NPU
93
- | canned_gesture_classifier | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.097 ms | 0 - 26 MB | NPU
94
- | canned_gesture_classifier | QNN_DLC | float | Qualcomm® SA7255P | 0.331 ms | 0 - 19 MB | NPU
95
- | canned_gesture_classifier | QNN_DLC | float | Qualcomm® SA8295P | 0.344 ms | 0 - 15 MB | NPU
96
  | canned_gesture_classifier | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.052 ms | 0 - 17 MB | NPU
97
- | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.06 ms | 0 - 20 MB | NPU
98
- | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.145 ms | 0 - 0 MB | NPU
99
- | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.174 ms | 0 - 0 MB | NPU
100
- | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.062 ms | 0 - 25 MB | NPU
101
- | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.329 ms | 0 - 19 MB | NPU
102
- | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.088 ms | 0 - 76 MB | NPU
103
- | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.221 ms | 0 - 19 MB | NPU
104
- | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.146 ms | 2 - 4 MB | NPU
105
- | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.108 ms | 0 - 26 MB | NPU
106
- | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.329 ms | 0 - 19 MB | NPU
107
- | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.345 ms | 0 - 15 MB | NPU
108
- | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.059 ms | 0 - 21 MB | NPU
109
- | canned_gesture_classifier | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.051 ms | 0 - 19 MB | NPU
110
- | canned_gesture_classifier | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.066 ms | 0 - 25 MB | NPU
111
- | canned_gesture_classifier | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.354 ms | 0 - 20 MB | NPU
112
- | canned_gesture_classifier | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.077 ms | 0 - 1 MB | NPU
113
- | canned_gesture_classifier | TFLITE | float | Qualcomm® SA8775P | 0.231 ms | 0 - 20 MB | NPU
114
- | canned_gesture_classifier | TFLITE | float | Qualcomm® QCS9075 | 0.133 ms | 0 - 2 MB | NPU
115
- | canned_gesture_classifier | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.101 ms | 0 - 25 MB | NPU
116
- | canned_gesture_classifier | TFLITE | float | Qualcomm® SA7255P | 0.354 ms | 0 - 20 MB | NPU
117
- | canned_gesture_classifier | TFLITE | float | Qualcomm® SA8295P | 0.353 ms | 0 - 14 MB | NPU
118
- | canned_gesture_classifier | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.052 ms | 0 - 17 MB | NPU
119
- | canned_gesture_classifier | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.057 ms | 0 - 19 MB | NPU
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- | canned_gesture_classifier | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.064 ms | 0 - 25 MB | NPU
121
- | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.719 ms | 0 - 8 MB | NPU
122
- | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.363 ms | 0 - 18 MB | NPU
123
- | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.083 ms | 0 - 2 MB | NPU
124
- | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® SA8775P | 0.239 ms | 0 - 19 MB | NPU
125
- | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.144 ms | 0 - 2 MB | NPU
126
- | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.998 ms | 0 - 20 MB | NPU
127
- | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.108 ms | 0 - 26 MB | NPU
128
- | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® SA7255P | 0.363 ms | 0 - 18 MB | NPU
129
- | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® SA8295P | 0.356 ms | 0 - 14 MB | NPU
130
- | canned_gesture_classifier | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.062 ms | 0 - 16 MB | NPU
131
- | canned_gesture_classifier | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.206 ms | 0 - 21 MB | NPU
132
- | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.26 ms | 0 - 31 MB | NPU
133
- | hand_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.315 ms | 7 - 7 MB | NPU
 
 
 
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  | hand_landmark_detector | ONNX | float | Snapdragon® X Elite | 0.7 ms | 7 - 7 MB | NPU
135
  | hand_landmark_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.403 ms | 0 - 46 MB | NPU
136
- | hand_landmark_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.552 ms | 0 - 28 MB | NPU
137
- | hand_landmark_detector | ONNX | float | Qualcomm® QCS9075 | 0.88 ms | 1 - 3 MB | NPU
138
- | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.339 ms | 0 - 28 MB | NPU
139
- | hand_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.171 ms | 0 - 35 MB | NPU
140
- | hand_landmark_detector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.222 ms | 5 - 5 MB | NPU
141
- | hand_landmark_detector | ONNX | w8a8 | Snapdragon® X Elite | 0.403 ms | 3 - 3 MB | NPU
142
- | hand_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.215 ms | 0 - 48 MB | NPU
143
- | hand_landmark_detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.297 ms | 0 - 2 MB | NPU
144
- | hand_landmark_detector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.467 ms | 0 - 3 MB | NPU
145
- | hand_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.183 ms | 0 - 35 MB | NPU
146
  | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.224 ms | 1 - 29 MB | NPU
147
  | hand_landmark_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.395 ms | 1 - 1 MB | NPU
148
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 0.612 ms | 1 - 1 MB | NPU
149
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.351 ms | 0 - 44 MB | NPU
150
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.697 ms | 0 - 27 MB | NPU
151
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.474 ms | 0 - 8 MB | NPU
152
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 3.527 ms | 0 - 27 MB | NPU
153
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS9075 | 0.762 ms | 1 - 3 MB | NPU
154
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.96 ms | 0 - 47 MB | NPU
155
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 2.697 ms | 0 - 27 MB | NPU
156
- | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 1.202 ms | 0 - 25 MB | NPU
157
- | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.297 ms | 0 - 26 MB | NPU
158
- | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.108 ms | 0 - 32 MB | NPU
159
- | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.209 ms | 0 - 0 MB | NPU
160
- | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.317 ms | 0 - 0 MB | NPU
161
- | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.152 ms | 0 - 44 MB | NPU
162
- | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.638 ms | 0 - 30 MB | NPU
163
- | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.196 ms | 0 - 1 MB | NPU
164
- | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.379 ms | 0 - 30 MB | NPU
165
- | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.284 ms | 0 - 2 MB | NPU
166
- | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.394 ms | 0 - 45 MB | NPU
167
- | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.638 ms | 0 - 30 MB | NPU
168
- | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.605 ms | 0 - 27 MB | NPU
169
- | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.127 ms | 0 - 32 MB | NPU
170
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.225 ms | 0 - 34 MB | NPU
171
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.347 ms | 0 - 50 MB | NPU
172
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 2.712 ms | 0 - 31 MB | NPU
173
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.479 ms | 0 - 2 MB | NPU
174
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 0.895 ms | 0 - 34 MB | NPU
 
 
 
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  | hand_landmark_detector | TFLITE | float | Qualcomm® QCS9075 | 0.767 ms | 0 - 10 MB | NPU
176
- | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.981 ms | 0 - 51 MB | NPU
177
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA7255P | 2.712 ms | 0 - 31 MB | NPU
178
- | hand_landmark_detector | TFLITE | float | Qualcomm® SA8295P | 1.225 ms | 0 - 26 MB | NPU
179
- | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.298 ms | 0 - 29 MB | NPU
180
- | hand_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.108 ms | 0 - 31 MB | NPU
181
- | hand_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.148 ms | 0 - 43 MB | NPU
182
- | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.848 ms | 0 - 10 MB | NPU
183
- | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.658 ms | 0 - 29 MB | NPU
184
- | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.204 ms | 0 - 2 MB | NPU
185
  | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.402 ms | 0 - 30 MB | NPU
186
- | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.302 ms | 0 - 5 MB | NPU
187
- | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.29 ms | 0 - 28 MB | NPU
188
- | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.411 ms | 0 - 46 MB | NPU
189
- | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.658 ms | 0 - 29 MB | NPU
190
- | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.598 ms | 0 - 25 MB | NPU
191
- | hand_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.133 ms | 0 - 26 MB | NPU
192
- | hand_landmark_detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.239 ms | 0 - 27 MB | NPU
193
- | palm_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.732 ms | 0 - 54 MB | NPU
194
- | palm_detector | ONNX | float | Snapdragon® X2 Elite | 0.836 ms | 0 - 0 MB | NPU
195
- | palm_detector | ONNX | float | Snapdragon® X Elite | 1.951 ms | 4 - 4 MB | NPU
196
- | palm_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.15 ms | 0 - 80 MB | NPU
197
- | palm_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.647 ms | 0 - 6 MB | NPU
198
- | palm_detector | ONNX | float | Qualcomm® QCS9075 | 2.33 ms | 1 - 4 MB | NPU
199
- | palm_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.893 ms | 0 - 56 MB | NPU
200
- | palm_detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.371 ms | 0 - 50 MB | NPU
201
- | palm_detector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.405 ms | 0 - 0 MB | NPU
202
- | palm_detector | ONNX | w8a8 | Snapdragon® X Elite | 0.963 ms | 2 - 2 MB | NPU
203
- | palm_detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.527 ms | 0 - 71 MB | NPU
204
- | palm_detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.758 ms | 0 - 5 MB | NPU
205
- | palm_detector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.921 ms | 0 - 3 MB | NPU
206
- | palm_detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.411 ms | 0 - 52 MB | NPU
207
- | palm_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.687 ms | 1 - 50 MB | NPU
208
- | palm_detector | QNN_DLC | float | Snapdragon® X2 Elite | 1.056 ms | 1 - 1 MB | NPU
209
- | palm_detector | QNN_DLC | float | Snapdragon® X Elite | 1.822 ms | 1 - 1 MB | NPU
210
- | palm_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.145 ms | 0 - 67 MB | NPU
211
- | palm_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.325 ms | 1 - 49 MB | NPU
212
- | palm_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.584 ms | 1 - 2 MB | NPU
213
- | palm_detector | QNN_DLC | float | Qualcomm® SA8775P | 2.248 ms | 1 - 50 MB | NPU
214
- | palm_detector | QNN_DLC | float | Qualcomm® QCS9075 | 2.179 ms | 1 - 3 MB | NPU
215
- | palm_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.372 ms | 0 - 63 MB | NPU
216
- | palm_detector | QNN_DLC | float | Qualcomm® SA7255P | 5.325 ms | 1 - 49 MB | NPU
217
- | palm_detector | QNN_DLC | float | Qualcomm® SA8295P | 2.796 ms | 0 - 40 MB | NPU
218
- | palm_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.839 ms | 0 - 47 MB | NPU
219
- | palm_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.357 ms | 0 - 42 MB | NPU
220
- | palm_detector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.599 ms | 0 - 0 MB | NPU
221
- | palm_detector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.902 ms | 0 - 0 MB | NPU
222
- | palm_detector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.473 ms | 0 - 53 MB | NPU
223
- | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.665 ms | 0 - 40 MB | NPU
224
- | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.717 ms | 0 - 5 MB | NPU
225
- | palm_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.036 ms | 0 - 42 MB | NPU
 
226
  | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.886 ms | 2 - 4 MB | NPU
227
- | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.841 ms | 0 - 56 MB | NPU
228
- | palm_detector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.665 ms | 0 - 40 MB | NPU
229
- | palm_detector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.273 ms | 0 - 37 MB | NPU
230
- | palm_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.395 ms | 0 - 43 MB | NPU
231
- | palm_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.635 ms | 0 - 47 MB | NPU
 
 
232
  | palm_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.971 ms | 0 - 63 MB | NPU
233
- | palm_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.928 ms | 0 - 44 MB | NPU
234
- | palm_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.406 ms | 0 - 4 MB | NPU
235
- | palm_detector | TFLITE | float | Qualcomm® SA8775P | 8.133 ms | 0 - 44 MB | NPU
236
- | palm_detector | TFLITE | float | Qualcomm® QCS9075 | 2.052 ms | 0 - 8 MB | NPU
237
- | palm_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.146 ms | 0 - 58 MB | NPU
238
- | palm_detector | TFLITE | float | Qualcomm® SA7255P | 4.928 ms | 0 - 44 MB | NPU
239
- | palm_detector | TFLITE | float | Qualcomm® SA8295P | 2.57 ms | 0 - 37 MB | NPU
240
- | palm_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.768 ms | 0 - 42 MB | NPU
241
- | palm_detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.284 ms | 0 - 39 MB | NPU
242
- | palm_detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.343 ms | 0 - 50 MB | NPU
243
- | palm_detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.302 ms | 0 - 6 MB | NPU
244
- | palm_detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.328 ms | 0 - 36 MB | NPU
245
- | palm_detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.504 ms | 0 - 2 MB | NPU
246
- | palm_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.81 ms | 0 - 39 MB | NPU
247
- | palm_detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.678 ms | 0 - 4 MB | NPU
248
- | palm_detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.404 ms | 0 - 35 MB | NPU
249
- | palm_detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.67 ms | 0 - 53 MB | NPU
250
- | palm_detector | TFLITE | w8a8 | Qualcomm® SA7255P | 1.328 ms | 0 - 36 MB | NPU
251
- | palm_detector | TFLITE | w8a8 | Qualcomm® SA8295P | 1.04 ms | 0 - 34 MB | NPU
252
- | palm_detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.299 ms | 0 - 41 MB | NPU
253
- | palm_detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.506 ms | 0 - 34 MB | NPU
254
 
255
  ## License
256
  * The license for the original implementation of MediaPipe-Hand-Gesture-Recognition can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[MediaPipe-Hand-Gesture-Recognition on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_hand_gesture)**.
39
 
 
68
  ## Performance Summary
69
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
70
  |---|---|---|---|---|---|---
71
+ | canned_gesture_classifier | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.05 ms | 0 - 22 MB | NPU
72
+ | canned_gesture_classifier | ONNX | float | Snapdragon® X2 Elite | 0.054 ms | 0 - 0 MB | NPU
73
+ | canned_gesture_classifier | ONNX | float | Snapdragon® X Elite | 0.167 ms | 1 - 1 MB | NPU
74
+ | canned_gesture_classifier | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.067 ms | 0 - 26 MB | NPU
75
+ | canned_gesture_classifier | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.083 ms | 0 - 21 MB | NPU
76
+ | canned_gesture_classifier | ONNX | float | Qualcomm® QCS9075 | 0.164 ms | 0 - 3 MB | NPU
77
+ | canned_gesture_classifier | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.055 ms | 0 - 17 MB | NPU
78
+ | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.049 ms | 0 - 22 MB | NPU
79
+ | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® X2 Elite | 0.043 ms | 0 - 0 MB | NPU
80
+ | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® X Elite | 0.16 ms | 1 - 1 MB | NPU
81
+ | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.066 ms | 0 - 27 MB | NPU
82
+ | canned_gesture_classifier | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.072 ms | 0 - 2 MB | NPU
83
+ | canned_gesture_classifier | ONNX | w8a8 | Qualcomm® QCS9075 | 0.16 ms | 0 - 3 MB | NPU
84
+ | canned_gesture_classifier | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.052 ms | 0 - 23 MB | NPU
85
+ | canned_gesture_classifier | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.046 ms | 0 - 20 MB | NPU
86
+ | canned_gesture_classifier | QNN_DLC | float | Snapdragon® X2 Elite | 0.142 ms | 0 - 0 MB | NPU
87
+ | canned_gesture_classifier | QNN_DLC | float | Snapdragon® X Elite | 0.17 ms | 0 - 0 MB | NPU
88
+ | canned_gesture_classifier | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.067 ms | 0 - 25 MB | NPU
89
+ | canned_gesture_classifier | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 0.327 ms | 0 - 19 MB | NPU
90
+ | canned_gesture_classifier | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.08 ms | 0 - 57 MB | NPU
91
+ | canned_gesture_classifier | QNN_DLC | float | Qualcomm® SA8775P | 0.232 ms | 0 - 20 MB | NPU
92
+ | canned_gesture_classifier | QNN_DLC | float | Qualcomm® QCS9075 | 0.132 ms | 2 - 4 MB | NPU
93
+ | canned_gesture_classifier | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.102 ms | 0 - 27 MB | NPU
94
+ | canned_gesture_classifier | QNN_DLC | float | Qualcomm® SA7255P | 0.327 ms | 0 - 19 MB | NPU
95
+ | canned_gesture_classifier | QNN_DLC | float | Qualcomm® SA8295P | 0.314 ms | 0 - 14 MB | NPU
96
  | canned_gesture_classifier | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.052 ms | 0 - 17 MB | NPU
97
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.049 ms | 0 - 20 MB | NPU
98
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.146 ms | 0 - 0 MB | NPU
99
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.153 ms | 0 - 0 MB | NPU
100
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.055 ms | 0 - 24 MB | NPU
101
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.345 ms | 0 - 2 MB | NPU
102
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.32 ms | 0 - 18 MB | NPU
103
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.061 ms | 0 - 15 MB | NPU
104
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.213 ms | 0 - 19 MB | NPU
105
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.128 ms | 2 - 4 MB | NPU
106
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.123 ms | 0 - 16 MB | NPU
107
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.1 ms | 0 - 26 MB | NPU
108
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.32 ms | 0 - 18 MB | NPU
109
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.329 ms | 0 - 15 MB | NPU
110
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.047 ms | 0 - 17 MB | NPU
111
+ | canned_gesture_classifier | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.064 ms | 0 - 16 MB | NPU
112
+ | canned_gesture_classifier | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.058 ms | 0 - 20 MB | NPU
113
+ | canned_gesture_classifier | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.067 ms | 0 - 26 MB | NPU
114
+ | canned_gesture_classifier | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.35 ms | 0 - 19 MB | NPU
115
+ | canned_gesture_classifier | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.081 ms | 0 - 2 MB | NPU
116
+ | canned_gesture_classifier | TFLITE | float | Qualcomm® SA8775P | 0.244 ms | 0 - 20 MB | NPU
117
+ | canned_gesture_classifier | TFLITE | float | Qualcomm® QCS9075 | 0.14 ms | 0 - 2 MB | NPU
118
+ | canned_gesture_classifier | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.101 ms | 0 - 26 MB | NPU
119
+ | canned_gesture_classifier | TFLITE | float | Qualcomm® SA7255P | 0.35 ms | 0 - 19 MB | NPU
120
+ | canned_gesture_classifier | TFLITE | float | Qualcomm® SA8295P | 0.35 ms | 0 - 14 MB | NPU
121
+ | canned_gesture_classifier | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.051 ms | 0 - 17 MB | NPU
122
+ | canned_gesture_classifier | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.047 ms | 0 - 20 MB | NPU
123
+ | canned_gesture_classifier | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.069 ms | 0 - 24 MB | NPU
124
+ | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.246 ms | 0 - 2 MB | NPU
125
+ | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.33 ms | 0 - 18 MB | NPU
126
+ | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.077 ms | 0 - 1 MB | NPU
127
+ | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® SA8775P | 0.225 ms | 0 - 19 MB | NPU
128
+ | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.129 ms | 0 - 2 MB | NPU
129
+ | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.125 ms | 0 - 15 MB | NPU
130
+ | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.111 ms | 0 - 25 MB | NPU
131
+ | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® SA7255P | 0.33 ms | 0 - 18 MB | NPU
132
+ | canned_gesture_classifier | TFLITE | w8a8 | Qualcomm® SA8295P | 0.321 ms | 0 - 15 MB | NPU
133
+ | canned_gesture_classifier | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.051 ms | 0 - 17 MB | NPU
134
+ | canned_gesture_classifier | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.066 ms | 0 - 16 MB | NPU
135
+ | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.257 ms | 0 - 31 MB | NPU
136
+ | hand_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.33 ms | 7 - 7 MB | NPU
137
  | hand_landmark_detector | ONNX | float | Snapdragon® X Elite | 0.7 ms | 7 - 7 MB | NPU
138
  | hand_landmark_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.403 ms | 0 - 46 MB | NPU
139
+ | hand_landmark_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.55 ms | 0 - 10 MB | NPU
140
+ | hand_landmark_detector | ONNX | float | Qualcomm® QCS9075 | 0.889 ms | 1 - 3 MB | NPU
141
+ | hand_landmark_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.333 ms | 0 - 27 MB | NPU
142
+ | hand_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.153 ms | 0 - 35 MB | NPU
143
+ | hand_landmark_detector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.186 ms | 5 - 5 MB | NPU
144
+ | hand_landmark_detector | ONNX | w8a8 | Snapdragon® X Elite | 0.387 ms | 3 - 3 MB | NPU
145
+ | hand_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.221 ms | 0 - 48 MB | NPU
146
+ | hand_landmark_detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.294 ms | 0 - 106 MB | NPU
147
+ | hand_landmark_detector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.473 ms | 0 - 3 MB | NPU
148
+ | hand_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.185 ms | 0 - 29 MB | NPU
149
  | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.224 ms | 1 - 29 MB | NPU
150
  | hand_landmark_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.395 ms | 1 - 1 MB | NPU
151
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 0.619 ms | 1 - 1 MB | NPU
152
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.341 ms | 0 - 44 MB | NPU
153
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.688 ms | 1 - 28 MB | NPU
154
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.476 ms | 1 - 71 MB | NPU
155
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 0.879 ms | 1 - 29 MB | NPU
156
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS9075 | 0.761 ms | 1 - 3 MB | NPU
157
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.961 ms | 0 - 46 MB | NPU
158
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 2.688 ms | 1 - 28 MB | NPU
159
+ | hand_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 1.212 ms | 0 - 25 MB | NPU
160
+ | hand_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.292 ms | 0 - 27 MB | NPU
161
+ | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.107 ms | 0 - 32 MB | NPU
162
+ | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.248 ms | 0 - 0 MB | NPU
163
+ | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.325 ms | 0 - 0 MB | NPU
164
+ | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.147 ms | 0 - 44 MB | NPU
165
+ | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.019 ms | 0 - 2 MB | NPU
166
+ | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.656 ms | 0 - 30 MB | NPU
167
+ | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.212 ms | 0 - 22 MB | NPU
168
+ | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.38 ms | 0 - 31 MB | NPU
169
+ | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.281 ms | 0 - 2 MB | NPU
170
+ | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1.284 ms | 0 - 28 MB | NPU
171
+ | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.395 ms | 0 - 47 MB | NPU
172
+ | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.656 ms | 0 - 30 MB | NPU
173
+ | hand_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.62 ms | 0 - 27 MB | NPU
174
+ | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.126 ms | 0 - 32 MB | NPU
175
+ | hand_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.238 ms | 0 - 29 MB | NPU
176
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.226 ms | 0 - 34 MB | NPU
177
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.348 ms | 0 - 50 MB | NPU
178
+ | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 2.73 ms | 0 - 31 MB | NPU
179
+ | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.476 ms | 0 - 2 MB | NPU
180
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 0.902 ms | 0 - 33 MB | NPU
181
  | hand_landmark_detector | TFLITE | float | Qualcomm® QCS9075 | 0.767 ms | 0 - 10 MB | NPU
182
+ | hand_landmark_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.973 ms | 0 - 47 MB | NPU
183
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA7255P | 2.73 ms | 0 - 31 MB | NPU
184
+ | hand_landmark_detector | TFLITE | float | Qualcomm® SA8295P | 1.219 ms | 0 - 26 MB | NPU
185
+ | hand_landmark_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.308 ms | 0 - 30 MB | NPU
186
+ | hand_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.105 ms | 0 - 32 MB | NPU
187
+ | hand_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.152 ms | 0 - 44 MB | NPU
188
+ | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.92 ms | 0 - 10 MB | NPU
189
+ | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.68 ms | 0 - 28 MB | NPU
190
+ | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.21 ms | 0 - 1 MB | NPU
191
  | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.402 ms | 0 - 30 MB | NPU
192
+ | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.296 ms | 0 - 5 MB | NPU
193
+ | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.309 ms | 0 - 28 MB | NPU
194
+ | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.408 ms | 0 - 46 MB | NPU
195
+ | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.68 ms | 0 - 28 MB | NPU
196
+ | hand_landmark_detector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.621 ms | 0 - 26 MB | NPU
197
+ | hand_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.129 ms | 0 - 27 MB | NPU
198
+ | hand_landmark_detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.234 ms | 0 - 27 MB | NPU
199
+ | palm_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.73 ms | 0 - 53 MB | NPU
200
+ | palm_detector | ONNX | float | Snapdragon® X2 Elite | 0.841 ms | 0 - 0 MB | NPU
201
+ | palm_detector | ONNX | float | Snapdragon® X Elite | 1.93 ms | 4 - 4 MB | NPU
202
+ | palm_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.176 ms | 0 - 80 MB | NPU
203
+ | palm_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.665 ms | 0 - 8 MB | NPU
204
+ | palm_detector | ONNX | float | Qualcomm® QCS9075 | 2.316 ms | 1 - 4 MB | NPU
205
+ | palm_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.891 ms | 0 - 45 MB | NPU
206
+ | palm_detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.368 ms | 0 - 50 MB | NPU
207
+ | palm_detector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.403 ms | 0 - 0 MB | NPU
208
+ | palm_detector | ONNX | w8a8 | Snapdragon® X Elite | 0.961 ms | 2 - 2 MB | NPU
209
+ | palm_detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.528 ms | 0 - 63 MB | NPU
210
+ | palm_detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.757 ms | 0 - 5 MB | NPU
211
+ | palm_detector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.956 ms | 0 - 3 MB | NPU
212
+ | palm_detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.413 ms | 0 - 52 MB | NPU
213
+ | palm_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.685 ms | 1 - 51 MB | NPU
214
+ | palm_detector | QNN_DLC | float | Snapdragon® X2 Elite | 1.055 ms | 1 - 1 MB | NPU
215
+ | palm_detector | QNN_DLC | float | Snapdragon® X Elite | 1.829 ms | 1 - 1 MB | NPU
216
+ | palm_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.143 ms | 0 - 68 MB | NPU
217
+ | palm_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 5.327 ms | 1 - 48 MB | NPU
218
+ | palm_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.569 ms | 1 - 3 MB | NPU
219
+ | palm_detector | QNN_DLC | float | Qualcomm® SA8775P | 2.25 ms | 1 - 50 MB | NPU
220
+ | palm_detector | QNN_DLC | float | Qualcomm® QCS9075 | 2.19 ms | 1 - 3 MB | NPU
221
+ | palm_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.254 ms | 0 - 63 MB | NPU
222
+ | palm_detector | QNN_DLC | float | Qualcomm® SA7255P | 5.327 ms | 1 - 48 MB | NPU
223
+ | palm_detector | QNN_DLC | float | Qualcomm® SA8295P | 2.792 ms | 1 - 41 MB | NPU
224
+ | palm_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.838 ms | 0 - 51 MB | NPU
225
+ | palm_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.353 ms | 0 - 42 MB | NPU
226
+ | palm_detector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.614 ms | 0 - 0 MB | NPU
227
+ | palm_detector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.91 ms | 0 - 0 MB | NPU
228
+ | palm_detector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.492 ms | 0 - 54 MB | NPU
229
+ | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.787 ms | 0 - 2 MB | NPU
230
+ | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.651 ms | 0 - 39 MB | NPU
231
+ | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.712 ms | 0 - 6 MB | NPU
232
+ | palm_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.068 ms | 0 - 42 MB | NPU
233
  | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.886 ms | 2 - 4 MB | NPU
234
+ | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.0 ms | 0 - 39 MB | NPU
235
+ | palm_detector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.864 ms | 0 - 57 MB | NPU
236
+ | palm_detector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.651 ms | 0 - 39 MB | NPU
237
+ | palm_detector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.285 ms | 0 - 37 MB | NPU
238
+ | palm_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.392 ms | 0 - 43 MB | NPU
239
+ | palm_detector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.709 ms | 0 - 37 MB | NPU
240
+ | palm_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.632 ms | 0 - 47 MB | NPU
241
  | palm_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.971 ms | 0 - 63 MB | NPU
242
+ | palm_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.984 ms | 0 - 44 MB | NPU
243
+ | palm_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.388 ms | 0 - 3 MB | NPU
244
+ | palm_detector | TFLITE | float | Qualcomm® SA8775P | 2.109 ms | 0 - 47 MB | NPU
245
+ | palm_detector | TFLITE | float | Qualcomm® QCS9075 | 2.061 ms | 0 - 7 MB | NPU
246
+ | palm_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.169 ms | 0 - 57 MB | NPU
247
+ | palm_detector | TFLITE | float | Qualcomm® SA7255P | 4.984 ms | 0 - 44 MB | NPU
248
+ | palm_detector | TFLITE | float | Qualcomm® SA8295P | 2.568 ms | 0 - 37 MB | NPU
249
+ | palm_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.769 ms | 0 - 48 MB | NPU
250
+ | palm_detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.283 ms | 0 - 40 MB | NPU
251
+ | palm_detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.361 ms | 0 - 52 MB | NPU
252
+ | palm_detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.42 ms | 0 - 6 MB | NPU
253
+ | palm_detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.355 ms | 0 - 36 MB | NPU
254
+ | palm_detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.513 ms | 0 - 4 MB | NPU
255
+ | palm_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.814 ms | 0 - 39 MB | NPU
256
+ | palm_detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.681 ms | 0 - 4 MB | NPU
257
+ | palm_detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.454 ms | 0 - 35 MB | NPU
258
+ | palm_detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.638 ms | 0 - 53 MB | NPU
259
+ | palm_detector | TFLITE | w8a8 | Qualcomm® SA7255P | 1.355 ms | 0 - 36 MB | NPU
260
+ | palm_detector | TFLITE | w8a8 | Qualcomm® SA8295P | 1.038 ms | 0 - 34 MB | NPU
261
+ | palm_detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.299 ms | 0 - 36 MB | NPU
262
+ | palm_detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.511 ms | 0 - 34 MB | NPU
263
 
264
  ## License
265
  * The license for the original implementation of MediaPipe-Hand-Gesture-Recognition can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"w8a8":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-tflite-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-qnn_dlc-w8a8.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-onnx-w8a8.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.1/mediapipe_hand_gesture-onnx-float.zip"}}}}}
 
1
+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_hand_gesture/releases/v0.50.2/mediapipe_hand_gesture-tflite-w8a8.zip"}}}}}