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MediaPipe-Face-Detection

Object Detection
PyTorch
real_time
android
Model card Files
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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +179 -58
  2. release_assets.json +29 -5
README.md CHANGED
@@ -28,9 +28,12 @@ Below are pre-exported model assets ready for deployment.
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  | 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_face/releases/v0.52.0/mediapipe_face-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.52.0/mediapipe_face-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.52.0/mediapipe_face-tflite-float.zip)
 
 
 
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35
  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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@@ -63,64 +66,182 @@ See our repository for [MediaPipe-Face-Detection on GitHub](https://github.com/q
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  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | face_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.333 ms | 0 - 34 MB | NPU
67
- | face_detector | ONNX | float | Snapdragon® X2 Elite | 0.407 ms | 0 - 0 MB | NPU
68
- | face_detector | ONNX | float | Snapdragon® X Elite | 0.88 ms | 2 - 2 MB | NPU
69
- | face_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.499 ms | 0 - 43 MB | NPU
70
- | face_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.684 ms | 0 - 2 MB | NPU
71
- | face_detector | ONNX | float | Qualcomm® QCS9075 | 1.143 ms | 1 - 3 MB | NPU
72
- | face_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.413 ms | 0 - 29 MB | NPU
73
- | face_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.271 ms | 1 - 33 MB | NPU
74
- | face_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.546 ms | 1 - 1 MB | NPU
75
- | face_detector | QNN_DLC | float | Snapdragon® X Elite | 0.689 ms | 1 - 1 MB | NPU
76
- | face_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.391 ms | 0 - 40 MB | NPU
77
- | face_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.897 ms | 1 - 30 MB | NPU
78
- | face_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.528 ms | 1 - 71 MB | NPU
79
- | face_detector | QNN_DLC | float | Qualcomm® SA8775P | 0.997 ms | 1 - 32 MB | NPU
80
- | face_detector | QNN_DLC | float | Qualcomm® QCS9075 | 0.874 ms | 1 - 3 MB | NPU
81
- | face_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.769 ms | 0 - 37 MB | NPU
82
- | face_detector | QNN_DLC | float | Qualcomm® SA7255P | 2.897 ms | 1 - 30 MB | NPU
83
- | face_detector | QNN_DLC | float | Qualcomm® SA8295P | 1.099 ms | 0 - 25 MB | NPU
84
- | face_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.334 ms | 1 - 33 MB | NPU
85
- | face_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.281 ms | 0 - 32 MB | NPU
86
- | face_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.397 ms | 0 - 39 MB | NPU
87
- | face_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 2.949 ms | 0 - 28 MB | NPU
88
- | face_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.541 ms | 0 - 72 MB | NPU
89
- | face_detector | TFLITE | float | Qualcomm® SA8775P | 1.029 ms | 0 - 32 MB | NPU
90
- | face_detector | TFLITE | float | Qualcomm® QCS9075 | 0.887 ms | 0 - 3 MB | NPU
91
- | face_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.77 ms | 0 - 37 MB | NPU
92
- | face_detector | TFLITE | float | Qualcomm® SA7255P | 2.949 ms | 0 - 28 MB | NPU
93
- | face_detector | TFLITE | float | Qualcomm® SA8295P | 1.09 ms | 0 - 25 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
94
  | face_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.339 ms | 0 - 32 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
95
  | face_landmark_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.156 ms | 0 - 27 MB | NPU
96
- | face_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.157 ms | 0 - 0 MB | NPU
97
- | face_landmark_detector | ONNX | float | Snapdragon® X Elite | 0.378 ms | 0 - 0 MB | NPU
98
- | face_landmark_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.207 ms | 0 - 33 MB | NPU
99
- | face_landmark_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.281 ms | 0 - 24 MB | NPU
100
- | face_landmark_detector | ONNX | float | Qualcomm® QCS9075 | 0.42 ms | 0 - 3 MB | NPU
101
- | face_landmark_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.177 ms | 0 - 22 MB | NPU
102
- | face_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.126 ms | 0 - 26 MB | NPU
103
- | face_landmark_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.244 ms | 0 - 0 MB | NPU
104
- | face_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 0.331 ms | 0 - 0 MB | NPU
105
- | face_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.162 ms | 0 - 33 MB | NPU
106
- | face_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 0.852 ms | 0 - 23 MB | NPU
107
- | face_landmark_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.219 ms | 0 - 72 MB | NPU
108
- | face_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 0.441 ms | 0 - 24 MB | NPU
109
- | face_landmark_detector | QNN_DLC | float | Qualcomm® QCS9075 | 0.332 ms | 0 - 3 MB | NPU
110
- | face_landmark_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.328 ms | 0 - 38 MB | NPU
111
- | face_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 0.852 ms | 0 - 23 MB | NPU
112
- | face_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 0.581 ms | 0 - 24 MB | NPU
113
- | face_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.151 ms | 0 - 23 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
114
  | face_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.108 ms | 0 - 27 MB | NPU
115
- | face_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.148 ms | 0 - 33 MB | NPU
116
- | face_landmark_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.912 ms | 0 - 23 MB | NPU
117
- | face_landmark_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.194 ms | 0 - 1 MB | NPU
118
- | face_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 0.42 ms | 0 - 25 MB | NPU
119
- | face_landmark_detector | TFLITE | float | Qualcomm® QCS9075 | 0.309 ms | 0 - 4 MB | NPU
120
- | face_landmark_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.314 ms | 0 - 37 MB | NPU
121
- | face_landmark_detector | TFLITE | float | Qualcomm® SA7255P | 0.912 ms | 0 - 23 MB | NPU
122
- | face_landmark_detector | TFLITE | float | Qualcomm® SA8295P | 0.587 ms | 0 - 25 MB | NPU
123
- | face_landmark_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.134 ms | 0 - 29 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
124
 
125
  ## License
126
  * The license for the original implementation of MediaPipe-Face-Detection 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_face/releases/v0.53.0/mediapipe_face-onnx-float.zip)
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+ | 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_face/releases/v0.53.0/mediapipe_face-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/mediapipe_face-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/mediapipe_face-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/mediapipe_face-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/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
+ | face_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.335 ms | 0 - 35 MB | NPU
70
+ | face_detector | ONNX | float | Snapdragon® 8 Elite Mobile | 0.412 ms | 0 - 35 MB | NPU
71
+ | face_detector | ONNX | float | Snapdragon® X2 Elite | 0.389 ms | 0 - 0 MB | NPU
72
+ | face_detector | ONNX | float | Snapdragon® X Elite | 0.852 ms | 2 - 2 MB | NPU
73
+ | face_detector | ONNX | float | Snapdragon® X Elite | 0.852 ms | 2 - 2 MB | NPU
74
+ | face_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.495 ms | 0 - 43 MB | NPU
75
+ | face_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.686 ms | 1 - 4 MB | NPU
76
+ | face_detector | ONNX | float | Qualcomm® QCS9075 | 1.146 ms | 1 - 3 MB | NPU
77
+ | face_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.412 ms | 0 - 35 MB | NPU
78
+ | face_detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.149 ms | 0 - 36 MB | NPU
79
+ | face_detector | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.163 ms | 0 - 37 MB | NPU
80
+ | face_detector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.154 ms | 0 - 0 MB | NPU
81
+ | face_detector | ONNX | w8a8 | Snapdragon® X Elite | 0.404 ms | 1 - 1 MB | NPU
82
+ | face_detector | ONNX | w8a8 | Snapdragon® X Elite | 0.404 ms | 1 - 1 MB | NPU
83
+ | face_detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.19 ms | 0 - 41 MB | NPU
84
+ | face_detector | ONNX | w8a8 | Qualcomm® QCS6490 | 9.72 ms | 6 - 10 MB | CPU
85
+ | face_detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.281 ms | 0 - 17 MB | NPU
86
+ | face_detector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.426 ms | 0 - 3 MB | NPU
87
+ | face_detector | ONNX | w8a8 | Qualcomm® QCM6690 | 7.203 ms | 6 - 14 MB | CPU
88
+ | face_detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.163 ms | 0 - 37 MB | NPU
89
+ | face_detector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 5.434 ms | 6 - 15 MB | CPU
90
+ | face_detector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 5.434 ms | 6 - 15 MB | CPU
91
+ | face_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.274 ms | 0 - 32 MB | NPU
92
+ | face_detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.334 ms | 0 - 28 MB | NPU
93
+ | face_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.472 ms | 1 - 1 MB | NPU
94
+ | face_detector | QNN_DLC | float | Snapdragon® X Elite | 0.68 ms | 1 - 1 MB | NPU
95
+ | face_detector | QNN_DLC | float | Snapdragon® X Elite | 0.68 ms | 1 - 1 MB | NPU
96
+ | face_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.397 ms | 0 - 39 MB | NPU
97
+ | face_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.9 ms | 1 - 30 MB | NPU
98
+ | face_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.53 ms | 1 - 2 MB | NPU
99
+ | face_detector | QNN_DLC | float | Qualcomm® SA8775P | 0.998 ms | 1 - 32 MB | NPU
100
+ | face_detector | QNN_DLC | float | Qualcomm® SA8775P | 0.998 ms | 1 - 32 MB | NPU
101
+ | face_detector | QNN_DLC | float | Qualcomm® SA8775P | 0.998 ms | 1 - 32 MB | NPU
102
+ | face_detector | QNN_DLC | float | Qualcomm® QCS9075 | 0.882 ms | 1 - 3 MB | NPU
103
+ | face_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.771 ms | 0 - 37 MB | NPU
104
+ | face_detector | QNN_DLC | float | Qualcomm® SA7255P | 2.9 ms | 1 - 30 MB | NPU
105
+ | face_detector | QNN_DLC | float | Qualcomm® SA8295P | 1.089 ms | 0 - 25 MB | NPU
106
+ | face_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.334 ms | 0 - 28 MB | NPU
107
+ | face_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.136 ms | 0 - 31 MB | NPU
108
+ | face_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.144 ms | 0 - 27 MB | NPU
109
+ | face_detector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.235 ms | 0 - 0 MB | NPU
110
+ | face_detector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.344 ms | 0 - 0 MB | NPU
111
+ | face_detector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.344 ms | 0 - 0 MB | NPU
112
+ | face_detector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.167 ms | 0 - 38 MB | NPU
113
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.732 ms | 0 - 2 MB | NPU
114
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.672 ms | 0 - 28 MB | NPU
115
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.231 ms | 0 - 65 MB | NPU
116
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.431 ms | 0 - 30 MB | NPU
117
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.431 ms | 0 - 30 MB | NPU
118
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.431 ms | 0 - 30 MB | NPU
119
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.331 ms | 2 - 4 MB | NPU
120
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1.281 ms | 0 - 27 MB | NPU
121
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.29 ms | 0 - 38 MB | NPU
122
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.672 ms | 0 - 28 MB | NPU
123
+ | face_detector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.596 ms | 0 - 26 MB | NPU
124
+ | face_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.144 ms | 0 - 27 MB | NPU
125
+ | face_detector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.246 ms | 0 - 26 MB | NPU
126
+ | face_detector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.246 ms | 0 - 26 MB | NPU
127
+ | face_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.277 ms | 0 - 32 MB | NPU
128
+ | face_detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.339 ms | 0 - 32 MB | NPU
129
+ | face_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.398 ms | 0 - 39 MB | NPU
130
+ | face_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 2.901 ms | 0 - 29 MB | NPU
131
+ | face_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.544 ms | 0 - 22 MB | NPU
132
+ | face_detector | TFLITE | float | Qualcomm® SA8775P | 1.022 ms | 0 - 31 MB | NPU
133
+ | face_detector | TFLITE | float | Qualcomm® SA8775P | 1.022 ms | 0 - 31 MB | NPU
134
+ | face_detector | TFLITE | float | Qualcomm® SA8775P | 1.022 ms | 0 - 31 MB | NPU
135
+ | face_detector | TFLITE | float | Qualcomm® QCS9075 | 0.897 ms | 0 - 3 MB | NPU
136
+ | face_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.777 ms | 0 - 37 MB | NPU
137
+ | face_detector | TFLITE | float | Qualcomm® SA7255P | 2.901 ms | 0 - 29 MB | NPU
138
+ | face_detector | TFLITE | float | Qualcomm® SA8295P | 1.099 ms | 0 - 25 MB | NPU
139
  | face_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.339 ms | 0 - 32 MB | NPU
140
+ | face_detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.135 ms | 0 - 30 MB | NPU
141
+ | face_detector | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.151 ms | 0 - 26 MB | NPU
142
+ | face_detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.165 ms | 0 - 37 MB | NPU
143
+ | face_detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.661 ms | 0 - 3 MB | NPU
144
+ | face_detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.687 ms | 0 - 26 MB | NPU
145
+ | face_detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.244 ms | 0 - 33 MB | NPU
146
+ | face_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.442 ms | 0 - 29 MB | NPU
147
+ | face_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.442 ms | 0 - 29 MB | NPU
148
+ | face_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.442 ms | 0 - 29 MB | NPU
149
+ | face_detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.341 ms | 0 - 2 MB | NPU
150
+ | face_detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.267 ms | 0 - 26 MB | NPU
151
+ | face_detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.302 ms | 0 - 38 MB | NPU
152
+ | face_detector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.687 ms | 0 - 26 MB | NPU
153
+ | face_detector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.599 ms | 0 - 26 MB | NPU
154
+ | face_detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.151 ms | 0 - 26 MB | NPU
155
+ | face_detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.247 ms | 0 - 25 MB | NPU
156
+ | face_detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.247 ms | 0 - 25 MB | NPU
157
  | face_landmark_detector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.156 ms | 0 - 27 MB | NPU
158
+ | face_landmark_detector | ONNX | float | Snapdragon® 8 Elite Mobile | 0.185 ms | 0 - 28 MB | NPU
159
+ | face_landmark_detector | ONNX | float | Snapdragon® X2 Elite | 0.21 ms | 0 - 0 MB | NPU
160
+ | face_landmark_detector | ONNX | float | Snapdragon® X Elite | 0.398 ms | 0 - 0 MB | NPU
161
+ | face_landmark_detector | ONNX | float | Snapdragon® X Elite | 0.398 ms | 0 - 0 MB | NPU
162
+ | face_landmark_detector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.207 ms | 0 - 34 MB | NPU
163
+ | face_landmark_detector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.28 ms | 0 - 2 MB | NPU
164
+ | face_landmark_detector | ONNX | float | Qualcomm® QCS9075 | 0.425 ms | 0 - 3 MB | NPU
165
+ | face_landmark_detector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.185 ms | 0 - 28 MB | NPU
166
+ | face_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.123 ms | 0 - 29 MB | NPU
167
+ | face_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.133 ms | 0 - 32 MB | NPU
168
+ | face_landmark_detector | ONNX | w8a8 | Snapdragon® X2 Elite | 0.117 ms | 0 - 0 MB | NPU
169
+ | face_landmark_detector | ONNX | w8a8 | Snapdragon® X Elite | 0.314 ms | 0 - 0 MB | NPU
170
+ | face_landmark_detector | ONNX | w8a8 | Snapdragon® X Elite | 0.314 ms | 0 - 0 MB | NPU
171
+ | face_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.151 ms | 0 - 37 MB | NPU
172
+ | face_landmark_detector | ONNX | w8a8 | Qualcomm® QCS6490 | 4.128 ms | 5 - 8 MB | CPU
173
+ | face_landmark_detector | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.201 ms | 0 - 32 MB | NPU
174
+ | face_landmark_detector | ONNX | w8a8 | Qualcomm® QCS9075 | 0.321 ms | 0 - 3 MB | NPU
175
+ | face_landmark_detector | ONNX | w8a8 | Qualcomm® QCM6690 | 3.646 ms | 0 - 7 MB | CPU
176
+ | face_landmark_detector | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.133 ms | 0 - 32 MB | NPU
177
+ | face_landmark_detector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.443 ms | 0 - 8 MB | CPU
178
+ | face_landmark_detector | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.443 ms | 0 - 8 MB | CPU
179
+ | face_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.108 ms | 0 - 27 MB | NPU
180
+ | face_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.126 ms | 0 - 22 MB | NPU
181
+ | face_landmark_detector | QNN_DLC | float | Snapdragon® X2 Elite | 0.216 ms | 0 - 0 MB | NPU
182
+ | face_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 0.292 ms | 0 - 0 MB | NPU
183
+ | face_landmark_detector | QNN_DLC | float | Snapdragon® X Elite | 0.292 ms | 0 - 0 MB | NPU
184
+ | face_landmark_detector | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.148 ms | 0 - 33 MB | NPU
185
+ | face_landmark_detector | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 0.823 ms | 0 - 23 MB | NPU
186
+ | face_landmark_detector | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.186 ms | 0 - 2 MB | NPU
187
+ | face_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 0.404 ms | 0 - 24 MB | NPU
188
+ | face_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 0.404 ms | 0 - 24 MB | NPU
189
+ | face_landmark_detector | QNN_DLC | float | Qualcomm® SA8775P | 0.404 ms | 0 - 24 MB | NPU
190
+ | face_landmark_detector | QNN_DLC | float | Qualcomm® QCS9075 | 0.297 ms | 0 - 3 MB | NPU
191
+ | face_landmark_detector | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.307 ms | 0 - 37 MB | NPU
192
+ | face_landmark_detector | QNN_DLC | float | Qualcomm® SA7255P | 0.823 ms | 0 - 23 MB | NPU
193
+ | face_landmark_detector | QNN_DLC | float | Qualcomm® SA8295P | 0.555 ms | 0 - 23 MB | NPU
194
+ | face_landmark_detector | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.126 ms | 0 - 22 MB | NPU
195
+ | face_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.088 ms | 0 - 26 MB | NPU
196
+ | face_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.101 ms | 0 - 28 MB | NPU
197
+ | face_landmark_detector | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.202 ms | 0 - 0 MB | NPU
198
+ | face_landmark_detector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.246 ms | 0 - 0 MB | NPU
199
+ | face_landmark_detector | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.246 ms | 0 - 0 MB | NPU
200
+ | face_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.109 ms | 0 - 33 MB | NPU
201
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 0.553 ms | 2 - 4 MB | NPU
202
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.467 ms | 0 - 24 MB | NPU
203
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.154 ms | 0 - 15 MB | NPU
204
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.308 ms | 0 - 26 MB | NPU
205
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.308 ms | 0 - 26 MB | NPU
206
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.308 ms | 0 - 26 MB | NPU
207
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.218 ms | 0 - 2 MB | NPU
208
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 0.529 ms | 0 - 22 MB | NPU
209
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.197 ms | 0 - 35 MB | NPU
210
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.467 ms | 0 - 24 MB | NPU
211
+ | face_landmark_detector | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.455 ms | 0 - 22 MB | NPU
212
+ | face_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.101 ms | 0 - 28 MB | NPU
213
+ | face_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.141 ms | 0 - 23 MB | NPU
214
+ | face_landmark_detector | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.141 ms | 0 - 23 MB | NPU
215
  | face_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.108 ms | 0 - 27 MB | NPU
216
+ | face_landmark_detector | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.132 ms | 0 - 23 MB | NPU
217
+ | face_landmark_detector | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.15 ms | 0 - 33 MB | NPU
218
+ | face_landmark_detector | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 0.83 ms | 0 - 23 MB | NPU
219
+ | face_landmark_detector | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.188 ms | 0 - 1 MB | NPU
220
+ | face_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 0.414 ms | 0 - 25 MB | NPU
221
+ | face_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 0.414 ms | 0 - 25 MB | NPU
222
+ | face_landmark_detector | TFLITE | float | Qualcomm® SA8775P | 0.414 ms | 0 - 25 MB | NPU
223
+ | face_landmark_detector | TFLITE | float | Qualcomm® QCS9075 | 0.307 ms | 0 - 4 MB | NPU
224
+ | face_landmark_detector | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.31 ms | 0 - 38 MB | NPU
225
+ | face_landmark_detector | TFLITE | float | Qualcomm® SA7255P | 0.83 ms | 0 - 23 MB | NPU
226
+ | face_landmark_detector | TFLITE | float | Qualcomm® SA8295P | 0.569 ms | 0 - 25 MB | NPU
227
+ | face_landmark_detector | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.132 ms | 0 - 23 MB | NPU
228
+ | face_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.097 ms | 0 - 26 MB | NPU
229
+ | face_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.104 ms | 0 - 23 MB | NPU
230
+ | face_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.116 ms | 0 - 32 MB | NPU
231
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS6490 | 0.414 ms | 0 - 3 MB | NPU
232
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 0.575 ms | 0 - 24 MB | NPU
233
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.15 ms | 0 - 65 MB | NPU
234
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.332 ms | 0 - 26 MB | NPU
235
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.332 ms | 0 - 26 MB | NPU
236
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® SA8775P | 0.332 ms | 0 - 26 MB | NPU
237
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.234 ms | 0 - 3 MB | NPU
238
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® QCM6690 | 0.514 ms | 0 - 21 MB | NPU
239
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.207 ms | 0 - 34 MB | NPU
240
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® SA7255P | 0.575 ms | 0 - 24 MB | NPU
241
+ | face_landmark_detector | TFLITE | w8a8 | Qualcomm® SA8295P | 0.484 ms | 0 - 22 MB | NPU
242
+ | face_landmark_detector | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.104 ms | 0 - 23 MB | NPU
243
+ | face_landmark_detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.144 ms | 0 - 22 MB | NPU
244
+ | face_landmark_detector | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.144 ms | 0 - 22 MB | NPU
245
 
246
  ## License
247
  * The license for the original implementation of MediaPipe-Face-Detection can be found
release_assets.json CHANGED
@@ -1,27 +1,51 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.2"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.52.0/mediapipe_face-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.52.0/mediapipe_face-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.52.0/mediapipe_face-onnx-float.zip"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
25
  }
26
  }
27
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/mediapipe_face-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/mediapipe_face-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/mediapipe_face-onnx-float.zip"
25
+ }
26
+ }
27
+ },
28
+ "w8a8": {
29
+ "universal_assets": {
30
+ "tflite": {
31
+ "tool_versions": {
32
+ "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.3"
34
+ },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/mediapipe_face-tflite-w8a8.zip"
36
+ },
37
+ "qnn_dlc": {
38
+ "tool_versions": {
39
+ "qairt": "2.45.0.260326154327"
40
+ },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/mediapipe_face-qnn_dlc-w8a8.zip"
42
+ },
43
+ "onnx": {
44
+ "tool_versions": {
45
+ "qairt": "2.42.0.251225135753_193295",
46
+ "onnx_runtime": "1.24.3"
47
+ },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mediapipe_face/releases/v0.53.0/mediapipe_face-onnx-w8a8.zip"
49
  }
50
  }
51
  }