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MediaPipe-Face-Detection

Object Detection
PyTorch
real_time
android
Model card Files
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v0.49.1

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See https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 for changelog.

Files changed (1) hide show
  1. README.md +136 -136
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_face/releases/v0.48.0/mediapipe_face-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_face/releases/v0.48.0/mediapipe_face-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_face/releases/v0.48.0/mediapipe_face-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_face/releases/v0.48.0/mediapipe_face-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_face/releases/v0.48.0/mediapipe_face-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_face/releases/v0.48.0/mediapipe_face-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[MediaPipe-Face-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_face)**.
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@@ -66,140 +66,140 @@ See our repository for [MediaPipe-Face-Detection on GitHub](https://github.com/q
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
68
  |---|---|---|---|---|---|---
69
- | FaceDetector | ONNX | float | Snapdragon® X2 Elite | 0.387 ms | 0 - 0 MB | NPU
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- | FaceDetector | ONNX | float | Snapdragon® X Elite | 0.872 ms | 2 - 2 MB | NPU
71
- | FaceDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.499 ms | 0 - 43 MB | NPU
72
- | FaceDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.69 ms | 0 - 41 MB | NPU
73
- | FaceDetector | ONNX | float | Qualcomm® QCS9075 | 1.141 ms | 1 - 3 MB | NPU
74
- | FaceDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.413 ms | 0 - 29 MB | NPU
75
- | FaceDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.333 ms | 0 - 34 MB | NPU
76
- | FaceDetector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.143 ms | 0 - 0 MB | NPU
77
- | FaceDetector | ONNX | w8a8 | Snapdragon® X Elite | 0.384 ms | 1 - 1 MB | NPU
78
- | FaceDetector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.197 ms | 0 - 42 MB | NPU
79
- | FaceDetector | ONNX | w8a8 | Qualcomm® QCS6490 | 7.419 ms | 6 - 10 MB | CPU
80
- | FaceDetector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.281 ms | 0 - 78 MB | NPU
81
- | FaceDetector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.433 ms | 0 - 3 MB | NPU
82
- | FaceDetector | ONNX | w8a8 | Qualcomm® QCM6690 | 7.225 ms | 4 - 12 MB | CPU
83
- | FaceDetector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.167 ms | 0 - 37 MB | NPU
84
- | FaceDetector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 5.483 ms | 6 - 15 MB | CPU
85
- | FaceDetector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.149 ms | 0 - 36 MB | NPU
86
- | FaceDetector | QNN_DLC | float | Snapdragon® X2 Elite | 0.545 ms | 1 - 1 MB | NPU
87
- | FaceDetector | QNN_DLC | float | Snapdragon® X Elite | 0.693 ms | 1 - 1 MB | NPU
88
- | FaceDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.401 ms | 0 - 41 MB | NPU
89
- | FaceDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.901 ms | 1 - 30 MB | NPU
90
- | FaceDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.538 ms | 1 - 64 MB | NPU
91
- | FaceDetector | QNN_DLC | float | Qualcomm® SA8775P | 1.03 ms | 1 - 31 MB | NPU
92
- | FaceDetector | QNN_DLC | float | Qualcomm® QCS9075 | 0.899 ms | 1 - 3 MB | NPU
93
- | FaceDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.762 ms | 0 - 37 MB | NPU
94
- | FaceDetector | QNN_DLC | float | Qualcomm® SA7255P | 2.901 ms | 1 - 30 MB | NPU
95
- | FaceDetector | QNN_DLC | float | Qualcomm® SA8295P | 1.111 ms | 0 - 23 MB | NPU
96
- | FaceDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.34 ms | 1 - 29 MB | NPU
97
- | FaceDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.276 ms | 1 - 33 MB | NPU
98
- | FaceDetector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.235 ms | 0 - 0 MB | NPU
99
- | FaceDetector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.35 ms | 0 - 0 MB | NPU
100
- | FaceDetector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.169 ms | 0 - 37 MB | NPU
101
- | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.784 ms | 0 - 2 MB | NPU
102
- | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.694 ms | 0 - 28 MB | NPU
103
- | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.234 ms | 0 - 1 MB | NPU
104
- | FaceDetector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.552 ms | 0 - 29 MB | NPU
105
- | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.334 ms | 0 - 2 MB | NPU
106
- | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1.252 ms | 0 - 27 MB | NPU
107
- | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.291 ms | 0 - 38 MB | NPU
108
- | FaceDetector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.694 ms | 0 - 28 MB | NPU
109
- | FaceDetector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.58 ms | 0 - 25 MB | NPU
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- | FaceDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.144 ms | 0 - 31 MB | NPU
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- | FaceDetector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.255 ms | 0 - 26 MB | NPU
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- | FaceDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.133 ms | 0 - 30 MB | NPU
113
- | FaceDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.395 ms | 0 - 40 MB | NPU
114
- | FaceDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 2.915 ms | 0 - 29 MB | NPU
115
- | FaceDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.554 ms | 0 - 5 MB | NPU
116
- | FaceDetector | TFLITE | float | Qualcomm® SA8775P | 1.05 ms | 0 - 31 MB | NPU
117
- | FaceDetector | TFLITE | float | Qualcomm® QCS9075 | 0.911 ms | 0 - 3 MB | NPU
118
- | FaceDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.772 ms | 0 - 37 MB | NPU
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- | FaceDetector | TFLITE | float | Qualcomm® SA7255P | 2.915 ms | 0 - 29 MB | NPU
120
- | FaceDetector | TFLITE | float | Qualcomm® SA8295P | 1.109 ms | 0 - 23 MB | NPU
121
- | FaceDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.345 ms | 0 - 32 MB | NPU
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  | FaceDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.281 ms | 0 - 32 MB | NPU
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- | FaceDetector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.163 ms | 0 - 36 MB | NPU
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- | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.659 ms | 0 - 3 MB | NPU
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- | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.695 ms | 0 - 27 MB | NPU
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- | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.24 ms | 0 - 15 MB | NPU
127
- | FaceDetector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.456 ms | 0 - 28 MB | NPU
128
- | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.343 ms | 0 - 2 MB | NPU
129
- | FaceDetector | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.268 ms | 0 - 26 MB | NPU
130
- | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.296 ms | 0 - 37 MB | NPU
131
- | FaceDetector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.695 ms | 0 - 27 MB | NPU
132
- | FaceDetector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.604 ms | 0 - 25 MB | NPU
133
- | FaceDetector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.147 ms | 0 - 26 MB | NPU
134
- | FaceDetector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.253 ms | 0 - 25 MB | NPU
135
- | FaceDetector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.133 ms | 0 - 30 MB | NPU
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- | FaceLandmarkDetector | ONNX | float | Snapdragon® X2 Elite | 0.153 ms | 0 - 0 MB | NPU
137
- | FaceLandmarkDetector | ONNX | float | Snapdragon® X Elite | 0.378 ms | 0 - 0 MB | NPU
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- | FaceLandmarkDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.214 ms | 0 - 34 MB | NPU
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- | FaceLandmarkDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.279 ms | 0 - 3 MB | NPU
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- | FaceLandmarkDetector | ONNX | float | Qualcomm® QCS9075 | 0.436 ms | 0 - 3 MB | NPU
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- | FaceLandmarkDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.175 ms | 0 - 23 MB | NPU
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- | FaceLandmarkDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.155 ms | 0 - 27 MB | NPU
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- | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.125 ms | 0 - 0 MB | NPU
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- | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® X Elite | 0.3 ms | 0 - 0 MB | NPU
 
 
 
 
 
 
 
 
 
 
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  | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.151 ms | 0 - 37 MB | NPU
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- | FaceLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS6490 | 5.15 ms | 3 - 6 MB | CPU
147
- | FaceLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.199 ms | 0 - 3 MB | NPU
148
- | FaceLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.316 ms | 0 - 3 MB | NPU
149
- | FaceLandmarkDetector | ONNX | w8a8 | Qualcomm® QCM6690 | 3.74 ms | 0 - 7 MB | CPU
150
- | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.133 ms | 0 - 33 MB | NPU
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- | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.46 ms | 0 - 8 MB | CPU
152
- | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.126 ms | 0 - 29 MB | NPU
153
- | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® X2 Elite | 0.236 ms | 0 - 0 MB | NPU
154
- | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® X Elite | 0.336 ms | 0 - 0 MB | NPU
155
- | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.162 ms | 0 - 32 MB | NPU
156
- | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 0.898 ms | 0 - 23 MB | NPU
157
- | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.221 ms | 0 - 17 MB | NPU
158
- | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® SA8775P | 0.452 ms | 0 - 24 MB | NPU
159
- | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® QCS9075 | 0.332 ms | 0 - 2 MB | NPU
160
- | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.332 ms | 0 - 37 MB | NPU
161
- | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® SA7255P | 0.898 ms | 0 - 23 MB | NPU
162
- | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® SA8295P | 0.601 ms | 0 - 23 MB | NPU
163
- | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.142 ms | 0 - 23 MB | NPU
164
- | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.128 ms | 0 - 26 MB | NPU
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- | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.19 ms | 0 - 0 MB | NPU
166
- | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.248 ms | 0 - 0 MB | NPU
167
- | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.119 ms | 0 - 33 MB | NPU
168
- | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.575 ms | 2 - 4 MB | NPU
169
- | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.504 ms | 0 - 24 MB | NPU
170
- | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.153 ms | 0 - 2 MB | NPU
171
- | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.324 ms | 0 - 25 MB | NPU
172
- | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.222 ms | 2 - 4 MB | NPU
173
- | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.508 ms | 0 - 22 MB | NPU
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- | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.199 ms | 0 - 34 MB | NPU
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- | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.504 ms | 0 - 24 MB | NPU
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- | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.458 ms | 0 - 21 MB | NPU
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- | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.101 ms | 0 - 23 MB | NPU
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- | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.154 ms | 0 - 23 MB | NPU
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- | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.098 ms | 0 - 25 MB | NPU
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- | FaceLandmarkDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.15 ms | 0 - 32 MB | NPU
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- | FaceLandmarkDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.852 ms | 0 - 23 MB | NPU
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  | FaceLandmarkDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.193 ms | 0 - 2 MB | NPU
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  | FaceLandmarkDetector | TFLITE | float | Qualcomm® SA8775P | 0.433 ms | 0 - 25 MB | NPU
184
- | FaceLandmarkDetector | TFLITE | float | Qualcomm® QCS9075 | 0.308 ms | 0 - 4 MB | NPU
185
- | FaceLandmarkDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.312 ms | 0 - 37 MB | NPU
186
- | FaceLandmarkDetector | TFLITE | float | Qualcomm® SA7255P | 0.852 ms | 0 - 23 MB | NPU
187
- | FaceLandmarkDetector | TFLITE | float | Qualcomm® SA8295P | 0.571 ms | 0 - 24 MB | NPU
188
- | FaceLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.132 ms | 0 - 23 MB | NPU
189
- | FaceLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.11 ms | 0 - 26 MB | NPU
190
- | FaceLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.117 ms | 0 - 32 MB | NPU
191
- | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.414 ms | 0 - 3 MB | NPU
192
- | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.51 ms | 0 - 24 MB | NPU
193
- | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.149 ms | 0 - 2 MB | NPU
194
- | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.34 ms | 0 - 25 MB | NPU
195
- | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.238 ms | 0 - 3 MB | NPU
196
- | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.513 ms | 0 - 21 MB | NPU
197
- | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.201 ms | 0 - 34 MB | NPU
198
- | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.51 ms | 0 - 24 MB | NPU
199
- | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.469 ms | 0 - 21 MB | NPU
200
- | FaceLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.102 ms | 0 - 23 MB | NPU
201
- | FaceLandmarkDetector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.152 ms | 0 - 22 MB | NPU
202
- | FaceLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.097 ms | 0 - 25 MB | NPU
203
 
204
  ## License
205
  * The license for the original implementation of MediaPipe-Face-Detection can be found
 
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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_face/releases/v0.49.1/mediapipe_face-onnx-float.zip)
32
+ | 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_face/releases/v0.49.1/mediapipe_face-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_face/releases/v0.49.1/mediapipe_face-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_face/releases/v0.49.1/mediapipe_face-qnn_dlc-w8a8.zip)
35
+ | 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_face/releases/v0.49.1/mediapipe_face-tflite-float.zip)
36
+ | 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_face/releases/v0.49.1/mediapipe_face-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[MediaPipe-Face-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mediapipe_face)**.
39
 
 
66
  ## Performance Summary
67
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
68
  |---|---|---|---|---|---|---
69
+ | FaceDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.337 ms | 0 - 34 MB | NPU
70
+ | FaceDetector | ONNX | float | Snapdragon® X2 Elite | 0.391 ms | 0 - 0 MB | NPU
71
+ | FaceDetector | ONNX | float | Snapdragon® X Elite | 0.869 ms | 2 - 2 MB | NPU
72
+ | FaceDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.497 ms | 0 - 43 MB | NPU
73
+ | FaceDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.69 ms | 0 - 15 MB | NPU
74
+ | FaceDetector | ONNX | float | Qualcomm® QCS9075 | 1.151 ms | 1 - 3 MB | NPU
75
+ | FaceDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.41 ms | 0 - 35 MB | NPU
76
+ | FaceDetector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.146 ms | 0 - 36 MB | NPU
77
+ | FaceDetector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.152 ms | 0 - 0 MB | NPU
78
+ | FaceDetector | ONNX | w8a8 | Snapdragon® X Elite | 0.385 ms | 1 - 1 MB | NPU
79
+ | FaceDetector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.195 ms | 0 - 43 MB | NPU
80
+ | FaceDetector | ONNX | w8a8 | Qualcomm® QCS6490 | 9.771 ms | 6 - 10 MB | CPU
81
+ | FaceDetector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.281 ms | 0 - 3 MB | NPU
82
+ | FaceDetector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.426 ms | 0 - 3 MB | NPU
83
+ | FaceDetector | ONNX | w8a8 | Qualcomm® QCM6690 | 7.273 ms | 7 - 15 MB | CPU
84
+ | FaceDetector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.163 ms | 0 - 37 MB | NPU
85
+ | FaceDetector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 5.467 ms | 7 - 17 MB | CPU
86
+ | FaceDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.277 ms | 1 - 33 MB | NPU
87
+ | FaceDetector | QNN_DLC | float | Snapdragon® X2 Elite | 0.47 ms | 1 - 1 MB | NPU
88
+ | FaceDetector | QNN_DLC | float | Snapdragon® X Elite | 0.726 ms | 1 - 1 MB | NPU
89
+ | FaceDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.394 ms | 0 - 41 MB | NPU
90
+ | FaceDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.91 ms | 1 - 30 MB | NPU
91
+ | FaceDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.537 ms | 1 - 2 MB | NPU
92
+ | FaceDetector | QNN_DLC | float | Qualcomm® SA8775P | 1.021 ms | 1 - 31 MB | NPU
93
+ | FaceDetector | QNN_DLC | float | Qualcomm® QCS9075 | 0.893 ms | 1 - 3 MB | NPU
94
+ | FaceDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.768 ms | 0 - 38 MB | NPU
95
+ | FaceDetector | QNN_DLC | float | Qualcomm® SA7255P | 2.91 ms | 1 - 30 MB | NPU
96
+ | FaceDetector | QNN_DLC | float | Qualcomm® SA8295P | 1.093 ms | 1 - 23 MB | NPU
97
+ | FaceDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.337 ms | 0 - 29 MB | NPU
98
+ | FaceDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.136 ms | 0 - 30 MB | NPU
99
+ | FaceDetector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.223 ms | 0 - 0 MB | NPU
100
+ | FaceDetector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.359 ms | 0 - 0 MB | NPU
101
+ | FaceDetector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.16 ms | 0 - 37 MB | NPU
102
+ | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.788 ms | 0 - 2 MB | NPU
103
+ | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.681 ms | 0 - 28 MB | NPU
104
+ | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.238 ms | 0 - 2 MB | NPU
105
+ | FaceDetector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.436 ms | 0 - 29 MB | NPU
106
+ | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.337 ms | 0 - 2 MB | NPU
107
+ | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1.26 ms | 0 - 27 MB | NPU
108
+ | FaceDetector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.291 ms | 0 - 37 MB | NPU
109
+ | FaceDetector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.681 ms | 0 - 28 MB | NPU
110
+ | FaceDetector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.594 ms | 0 - 25 MB | NPU
111
+ | FaceDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.141 ms | 0 - 27 MB | NPU
112
+ | FaceDetector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.253 ms | 0 - 26 MB | NPU
 
 
 
 
 
 
 
 
 
113
  | FaceDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.281 ms | 0 - 32 MB | NPU
114
+ | FaceDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.389 ms | 0 - 40 MB | NPU
115
+ | FaceDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 2.966 ms | 0 - 29 MB | NPU
116
+ | FaceDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.54 ms | 0 - 2 MB | NPU
117
+ | FaceDetector | TFLITE | float | Qualcomm® SA8775P | 1.029 ms | 0 - 31 MB | NPU
118
+ | FaceDetector | TFLITE | float | Qualcomm® QCS9075 | 0.914 ms | 0 - 3 MB | NPU
119
+ | FaceDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.798 ms | 0 - 36 MB | NPU
120
+ | FaceDetector | TFLITE | float | Qualcomm® SA7255P | 2.966 ms | 0 - 29 MB | NPU
121
+ | FaceDetector | TFLITE | float | Qualcomm® SA8295P | 1.112 ms | 0 - 24 MB | NPU
122
+ | FaceDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.347 ms | 0 - 27 MB | NPU
123
+ | FaceDetector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.134 ms | 0 - 30 MB | NPU
124
+ | FaceDetector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.165 ms | 0 - 36 MB | NPU
125
+ | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.684 ms | 0 - 3 MB | NPU
126
+ | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.693 ms | 0 - 27 MB | NPU
127
+ | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.251 ms | 0 - 1 MB | NPU
128
+ | FaceDetector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.467 ms | 0 - 28 MB | NPU
129
+ | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.354 ms | 0 - 2 MB | NPU
130
+ | FaceDetector | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.258 ms | 0 - 26 MB | NPU
131
+ | FaceDetector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.305 ms | 0 - 37 MB | NPU
132
+ | FaceDetector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.693 ms | 0 - 27 MB | NPU
133
+ | FaceDetector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.605 ms | 0 - 25 MB | NPU
134
+ | FaceDetector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.148 ms | 0 - 26 MB | NPU
135
+ | FaceDetector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.252 ms | 0 - 25 MB | NPU
136
+ | FaceLandmarkDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.152 ms | 0 - 28 MB | NPU
137
+ | FaceLandmarkDetector | ONNX | float | Snapdragon® X2 Elite | 0.171 ms | 0 - 0 MB | NPU
138
+ | FaceLandmarkDetector | ONNX | float | Snapdragon® X Elite | 0.377 ms | 0 - 0 MB | NPU
139
+ | FaceLandmarkDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.206 ms | 0 - 35 MB | NPU
140
+ | FaceLandmarkDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.284 ms | 0 - 56 MB | NPU
141
+ | FaceLandmarkDetector | ONNX | float | Qualcomm® QCS9075 | 0.421 ms | 0 - 3 MB | NPU
142
+ | FaceLandmarkDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.185 ms | 0 - 21 MB | NPU
143
+ | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.126 ms | 0 - 30 MB | NPU
144
+ | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.117 ms | 0 - 0 MB | NPU
145
+ | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® X Elite | 0.296 ms | 0 - 0 MB | NPU
146
  | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.151 ms | 0 - 37 MB | NPU
147
+ | FaceLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS6490 | 4.795 ms | 3 - 6 MB | CPU
148
+ | FaceLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.202 ms | 0 - 3 MB | NPU
149
+ | FaceLandmarkDetector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.314 ms | 0 - 3 MB | NPU
150
+ | FaceLandmarkDetector | ONNX | w8a8 | Qualcomm® QCM6690 | 3.773 ms | 0 - 7 MB | CPU
151
+ | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.135 ms | 0 - 27 MB | NPU
152
+ | FaceLandmarkDetector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.434 ms | 0 - 8 MB | CPU
153
+ | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.131 ms | 0 - 26 MB | NPU
154
+ | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® X2 Elite | 0.212 ms | 0 - 0 MB | NPU
155
+ | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® X Elite | 0.321 ms | 0 - 0 MB | NPU
156
+ | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.164 ms | 0 - 32 MB | NPU
157
+ | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 0.879 ms | 0 - 23 MB | NPU
158
+ | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.222 ms | 0 - 55 MB | NPU
159
+ | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® SA8775P | 0.437 ms | 0 - 24 MB | NPU
160
+ | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® QCS9075 | 0.335 ms | 0 - 2 MB | NPU
161
+ | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.324 ms | 0 - 38 MB | NPU
162
+ | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® SA7255P | 0.879 ms | 0 - 23 MB | NPU
163
+ | FaceLandmarkDetector | QNN_DLC | float | Qualcomm® SA8295P | 0.578 ms | 0 - 23 MB | NPU
164
+ | FaceLandmarkDetector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.143 ms | 0 - 26 MB | NPU
165
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.093 ms | 0 - 25 MB | NPU
166
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.188 ms | 0 - 0 MB | NPU
167
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.253 ms | 0 - 0 MB | NPU
168
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.119 ms | 0 - 32 MB | NPU
169
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.525 ms | 2 - 4 MB | NPU
170
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.484 ms | 0 - 24 MB | NPU
171
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.154 ms | 0 - 2 MB | NPU
172
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.068 ms | 0 - 24 MB | NPU
173
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.222 ms | 0 - 2 MB | NPU
174
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.511 ms | 0 - 21 MB | NPU
175
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.198 ms | 0 - 34 MB | NPU
176
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.484 ms | 0 - 24 MB | NPU
177
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.467 ms | 0 - 21 MB | NPU
178
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.1 ms | 0 - 23 MB | NPU
179
+ | FaceLandmarkDetector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.144 ms | 0 - 23 MB | NPU
180
+ | FaceLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.11 ms | 0 - 26 MB | NPU
181
+ | FaceLandmarkDetector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.149 ms | 0 - 32 MB | NPU
182
+ | FaceLandmarkDetector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.855 ms | 0 - 23 MB | NPU
183
  | FaceLandmarkDetector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.193 ms | 0 - 2 MB | NPU
184
  | FaceLandmarkDetector | TFLITE | float | Qualcomm® SA8775P | 0.433 ms | 0 - 25 MB | NPU
185
+ | FaceLandmarkDetector | TFLITE | float | Qualcomm® QCS9075 | 0.31 ms | 0 - 4 MB | NPU
186
+ | FaceLandmarkDetector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.306 ms | 0 - 38 MB | NPU
187
+ | FaceLandmarkDetector | TFLITE | float | Qualcomm® SA7255P | 0.855 ms | 0 - 23 MB | NPU
188
+ | FaceLandmarkDetector | TFLITE | float | Qualcomm® SA8295P | 0.58 ms | 0 - 24 MB | NPU
189
+ | FaceLandmarkDetector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.129 ms | 0 - 24 MB | NPU
190
+ | FaceLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.095 ms | 0 - 25 MB | NPU
191
+ | FaceLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.112 ms | 0 - 32 MB | NPU
192
+ | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.418 ms | 0 - 3 MB | NPU
193
+ | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.508 ms | 0 - 24 MB | NPU
194
+ | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.154 ms | 0 - 6 MB | NPU
195
+ | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.354 ms | 0 - 26 MB | NPU
196
+ | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.239 ms | 0 - 3 MB | NPU
197
+ | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.503 ms | 0 - 21 MB | NPU
198
+ | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.199 ms | 0 - 34 MB | NPU
199
+ | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.508 ms | 0 - 24 MB | NPU
200
+ | FaceLandmarkDetector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.465 ms | 0 - 21 MB | NPU
201
+ | FaceLandmarkDetector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.103 ms | 0 - 23 MB | NPU
202
+ | FaceLandmarkDetector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.151 ms | 0 - 22 MB | NPU
 
203
 
204
  ## License
205
  * The license for the original implementation of MediaPipe-Face-Detection can be found