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HRNetFace

Object Detection
PyTorch
real_time
android
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v0.61.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.61.0 for changelog.

Files changed (2) hide show
  1. README.md +110 -110
  2. release_assets.json +7 -7
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
  library_name: pytorch
3
- license: other
4
  tags:
5
  - real_time
6
  - android
@@ -15,7 +15,7 @@ pipeline_tag: object-detection
15
  Detects attributes (liveness, eye closeness, mask presence, glasses presence, sunglasses presence) that apply to a given face.
16
 
17
  This is based on the implementation of HRNetFace found [here](https://github.com/HRNet/HRNet-Facial-Landmark-Detection).
18
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/hrnet_face) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
@@ -28,26 +28,26 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.60.0/hrnet_face-onnx-float.zip)
32
- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.60.0/hrnet_face-onnx-w8a8.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.60.0/hrnet_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/hrnet_face/releases/v0.60.0/hrnet_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/hrnet_face/releases/v0.60.0/hrnet_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/hrnet_face/releases/v0.60.0/hrnet_face-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[HRNetFace on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_face)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/hrnet_face) Python library to compile and export the model with your own:
44
  - Custom weights (e.g., fine-tuned checkpoints)
45
  - Custom input shapes
46
  - Target device and runtime configurations
47
 
48
  This option is ideal if you need to customize the model beyond the default configuration provided here.
49
 
50
- See our repository for [HRNetFace on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/hrnet_face) for usage instructions.
51
 
52
  ## Model Details
53
 
@@ -63,108 +63,108 @@ See our repository for [HRNetFace on GitHub](https://github.com/qualcomm/ai-hub-
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | HRNetFace | ONNX | float | Snapdragon® X2 Elite | 2.078 ms | 2 - 2 MB | NPU
67
- | HRNetFace | ONNX | float | Snapdragon® X Elite | 3.159 ms | 31 - 31 MB | NPU
68
- | HRNetFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.144 ms | 0 - 151 MB | NPU
69
- | HRNetFace | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 4.556 ms | 1 - 136 MB | NPU
70
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 4.884 ms | 2 - 5 MB | NPU
71
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.985 ms | 0 - 33 MB | NPU
72
- | HRNetFace | ONNX | float | Qualcomm® QCS8450 | 4.556 ms | 1 - 136 MB | NPU
73
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 4.875 ms | 2 - 4 MB | NPU
74
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.159 ms | 31 - 31 MB | NPU
75
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.65 ms | 0 - 97 MB | NPU
76
- | HRNetFace | ONNX | float | Snapdragon® 8 Elite Mobile | 1.65 ms | 0 - 97 MB | NPU
77
- | HRNetFace | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.352 ms | 0 - 96 MB | NPU
78
- | HRNetFace | ONNX | w8a8 | Snapdragon® X2 Elite | 0.663 ms | 1 - 1 MB | NPU
79
- | HRNetFace | ONNX | w8a8 | Snapdragon® X Elite | 1.338 ms | 16 - 16 MB | NPU
80
- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.862 ms | 0 - 154 MB | NPU
81
- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.741 ms | 0 - 157 MB | NPU
82
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4.994 ms | 0 - 3 MB | NPU
83
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.399 ms | 0 - 4 MB | NPU
84
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.292 ms | 0 - 19 MB | NPU
85
- | HRNetFace | ONNX | w8a8 | Qualcomm® QCS8450 | 1.741 ms | 0 - 157 MB | NPU
86
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.508 ms | 0 - 3 MB | NPU
87
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.338 ms | 16 - 16 MB | NPU
88
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.034 ms | 0 - 233 MB | NPU
89
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.618 ms | 0 - 114 MB | NPU
90
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.71 ms | 0 - 110 MB | NPU
91
- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.71 ms | 0 - 110 MB | NPU
92
- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.595 ms | 0 - 111 MB | NPU
93
- | HRNetFace | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.618 ms | 0 - 114 MB | NPU
94
- | HRNetFace | QNN_DLC | float | Snapdragon® X2 Elite | 1.945 ms | 1 - 1 MB | NPU
95
- | HRNetFace | QNN_DLC | float | Snapdragon® X Elite | 3.719 ms | 1 - 1 MB | NPU
96
- | HRNetFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.331 ms | 0 - 121 MB | NPU
97
- | HRNetFace | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 5.469 ms | 0 - 104 MB | NPU
98
- | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 4.971 ms | 1 - 4 MB | NPU
99
- | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 15.449 ms | 1 - 75 MB | NPU
100
- | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.278 ms | 1 - 3 MB | NPU
101
- | HRNetFace | QNN_DLC | float | Qualcomm® SA8775P | 5.082 ms | 1 - 79 MB | NPU
102
- | HRNetFace | QNN_DLC | float | Qualcomm® SA8650P | 5.082 ms | 1 - 79 MB | NPU
103
- | HRNetFace | QNN_DLC | float | Qualcomm® SA8255P | 5.082 ms | 1 - 79 MB | NPU
104
- | HRNetFace | QNN_DLC | float | Qualcomm® QCS8450 | 5.469 ms | 0 - 104 MB | NPU
105
- | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 4.844 ms | 1 - 4 MB | NPU
106
- | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.719 ms | 1 - 1 MB | NPU
107
- | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.755 ms | 1 - 79 MB | NPU
108
- | HRNetFace | QNN_DLC | float | Qualcomm® SA7255P | 15.449 ms | 1 - 75 MB | NPU
109
- | HRNetFace | QNN_DLC | float | Qualcomm® SA8295P | 5.636 ms | 1 - 62 MB | NPU
110
- | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.755 ms | 1 - 79 MB | NPU
111
- | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.412 ms | 1 - 81 MB | NPU
112
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.832 ms | 0 - 0 MB | NPU
113
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.541 ms | 0 - 0 MB | NPU
114
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.9 ms | 0 - 110 MB | NPU
115
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.842 ms | 0 - 109 MB | NPU
116
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.706 ms | 0 - 2 MB | NPU
117
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.386 ms | 0 - 3 MB | NPU
118
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 3.241 ms | 0 - 73 MB | NPU
119
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.331 ms | 0 - 102 MB | NPU
120
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.693 ms | 0 - 72 MB | NPU
121
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.693 ms | 0 - 72 MB | NPU
122
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.693 ms | 0 - 72 MB | NPU
123
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.842 ms | 0 - 109 MB | NPU
124
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.524 ms | 2 - 4 MB | NPU
125
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.541 ms | 0 - 0 MB | NPU
126
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.618 ms | 0 - 198 MB | NPU
127
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.62 ms | 0 - 79 MB | NPU
128
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.668 ms | 0 - 72 MB | NPU
129
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.241 ms | 0 - 73 MB | NPU
130
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.215 ms | 0 - 69 MB | NPU
131
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.668 ms | 0 - 72 MB | NPU
132
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.543 ms | 0 - 73 MB | NPU
133
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.62 ms | 0 - 79 MB | NPU
134
- | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.334 ms | 0 - 138 MB | NPU
135
- | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 5.482 ms | 0 - 126 MB | NPU
136
  | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 5.013 ms | 0 - 35 MB | NPU
137
- | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 15.474 ms | 1 - 91 MB | NPU
138
- | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.32 ms | 0 - 3 MB | NPU
139
- | HRNetFace | TFLITE | float | Qualcomm® SA8775P | 5.145 ms | 1 - 92 MB | NPU
140
- | HRNetFace | TFLITE | float | Qualcomm® SA8650P | 5.145 ms | 1 - 92 MB | NPU
141
- | HRNetFace | TFLITE | float | Qualcomm® SA8255P | 5.145 ms | 1 - 92 MB | NPU
142
- | HRNetFace | TFLITE | float | Qualcomm® QCS8450 | 5.482 ms | 0 - 126 MB | NPU
143
  | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 4.867 ms | 0 - 35 MB | NPU
144
- | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.756 ms | 0 - 86 MB | NPU
145
- | HRNetFace | TFLITE | float | Qualcomm® SA7255P | 15.474 ms | 1 - 91 MB | NPU
146
- | HRNetFace | TFLITE | float | Qualcomm® SA8295P | 5.672 ms | 1 - 74 MB | NPU
147
- | HRNetFace | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.756 ms | 0 - 86 MB | NPU
148
- | HRNetFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.41 ms | 0 - 89 MB | NPU
149
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.746 ms | 0 - 112 MB | NPU
150
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.551 ms | 0 - 113 MB | NPU
151
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.47 ms | 0 - 18 MB | NPU
152
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.209 ms | 0 - 18 MB | NPU
153
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.896 ms | 0 - 72 MB | NPU
154
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.104 ms | 0 - 36 MB | NPU
155
- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8775P | 1.502 ms | 0 - 75 MB | NPU
156
- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8650P | 1.502 ms | 0 - 75 MB | NPU
157
- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8255P | 1.502 ms | 0 - 75 MB | NPU
158
- | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.551 ms | 0 - 113 MB | NPU
159
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.302 ms | 0 - 18 MB | NPU
160
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.844 ms | 0 - 192 MB | NPU
161
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.36 ms | 0 - 75 MB | NPU
162
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.58 ms | 0 - 67 MB | NPU
163
- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA7255P | 2.896 ms | 0 - 72 MB | NPU
164
- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8295P | 1.974 ms | 0 - 69 MB | NPU
165
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.58 ms | 0 - 67 MB | NPU
166
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.461 ms | 0 - 73 MB | NPU
167
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.36 ms | 0 - 75 MB | NPU
168
 
169
  ## License
170
  * The license for the original implementation of HRNetFace can be found
 
1
  ---
2
  library_name: pytorch
3
+ license: mit
4
  tags:
5
  - real_time
6
  - android
 
15
  Detects attributes (liveness, eye closeness, mask presence, glasses presence, sunglasses presence) that apply to a given face.
16
 
17
  This is based on the implementation of HRNetFace found [here](https://github.com/HRNet/HRNet-Facial-Landmark-Detection).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/hrnet_face) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.61.0/hrnet_face-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.61.0/hrnet_face-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.61.0/hrnet_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/hrnet_face/releases/v0.61.0/hrnet_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/hrnet_face/releases/v0.61.0/hrnet_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/hrnet_face/releases/v0.61.0/hrnet_face-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[HRNetFace on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_face)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/hrnet_face) Python library to compile and export the model with your own:
44
  - Custom weights (e.g., fine-tuned checkpoints)
45
  - Custom input shapes
46
  - Target device and runtime configurations
47
 
48
  This option is ideal if you need to customize the model beyond the default configuration provided here.
49
 
50
+ See our repository for [HRNetFace on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/hrnet_face) for usage instructions.
51
 
52
  ## Model Details
53
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | HRNetFace | ONNX | float | Snapdragon® X2 Elite | 1.546 ms | 2 - 2 MB | NPU
67
+ | HRNetFace | ONNX | float | Snapdragon® X Elite | 3.16 ms | 31 - 31 MB | NPU
68
+ | HRNetFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.145 ms | 0 - 149 MB | NPU
69
+ | HRNetFace | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 4.525 ms | 1 - 135 MB | NPU
70
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 4.892 ms | 2 - 5 MB | NPU
71
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.989 ms | 0 - 34 MB | NPU
72
+ | HRNetFace | ONNX | float | Qualcomm® QCS8450 | 4.525 ms | 1 - 135 MB | NPU
73
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 4.611 ms | 2 - 4 MB | NPU
74
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.16 ms | 31 - 31 MB | NPU
75
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.651 ms | 0 - 95 MB | NPU
76
+ | HRNetFace | ONNX | float | Snapdragon® 8 Elite Mobile | 1.651 ms | 0 - 95 MB | NPU
77
+ | HRNetFace | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.355 ms | 0 - 96 MB | NPU
78
+ | HRNetFace | ONNX | w8a8 | Snapdragon® X2 Elite | 0.661 ms | 1 - 1 MB | NPU
79
+ | HRNetFace | ONNX | w8a8 | Snapdragon® X Elite | 1.323 ms | 15 - 15 MB | NPU
80
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.879 ms | 0 - 153 MB | NPU
81
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.746 ms | 0 - 156 MB | NPU
82
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.146 ms | 0 - 3 MB | NPU
83
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.398 ms | 0 - 4 MB | NPU
84
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.287 ms | 0 - 18 MB | NPU
85
+ | HRNetFace | ONNX | w8a8 | Qualcomm® QCS8450 | 1.746 ms | 0 - 156 MB | NPU
86
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.504 ms | 0 - 3 MB | NPU
87
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.323 ms | 15 - 15 MB | NPU
88
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.044 ms | 0 - 233 MB | NPU
89
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.582 ms | 0 - 114 MB | NPU
90
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.704 ms | 0 - 110 MB | NPU
91
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.704 ms | 0 - 110 MB | NPU
92
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.597 ms | 0 - 111 MB | NPU
93
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.582 ms | 0 - 114 MB | NPU
94
+ | HRNetFace | QNN_DLC | float | Snapdragon® X2 Elite | 1.979 ms | 1 - 1 MB | NPU
95
+ | HRNetFace | QNN_DLC | float | Snapdragon® X Elite | 3.677 ms | 1 - 1 MB | NPU
96
+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.328 ms | 0 - 120 MB | NPU
97
+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 5.477 ms | 0 - 105 MB | NPU
98
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 4.963 ms | 1 - 4 MB | NPU
99
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 15.421 ms | 1 - 76 MB | NPU
100
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.287 ms | 1 - 2 MB | NPU
101
+ | HRNetFace | QNN_DLC | float | Qualcomm® SA8775P | 5.094 ms | 1 - 79 MB | NPU
102
+ | HRNetFace | QNN_DLC | float | Qualcomm® SA8650P | 5.094 ms | 1 - 79 MB | NPU
103
+ | HRNetFace | QNN_DLC | float | Qualcomm® SA8255P | 5.094 ms | 1 - 79 MB | NPU
104
+ | HRNetFace | QNN_DLC | float | Qualcomm® QCS8450 | 5.477 ms | 0 - 105 MB | NPU
105
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 5.337 ms | 1 - 4 MB | NPU
106
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.677 ms | 1 - 1 MB | NPU
107
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.759 ms | 1 - 78 MB | NPU
108
+ | HRNetFace | QNN_DLC | float | Qualcomm® SA7255P | 15.421 ms | 1 - 76 MB | NPU
109
+ | HRNetFace | QNN_DLC | float | Qualcomm® SA8295P | 5.647 ms | 1 - 62 MB | NPU
110
+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.759 ms | 1 - 78 MB | NPU
111
+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.412 ms | 1 - 80 MB | NPU
112
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.849 ms | 0 - 0 MB | NPU
113
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.557 ms | 0 - 0 MB | NPU
114
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.919 ms | 0 - 106 MB | NPU
115
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.849 ms | 0 - 109 MB | NPU
116
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.521 ms | 2 - 4 MB | NPU
117
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.395 ms | 0 - 3 MB | NPU
118
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 3.256 ms | 0 - 70 MB | NPU
119
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.326 ms | 0 - 2 MB | NPU
120
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.708 ms | 0 - 72 MB | NPU
121
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.708 ms | 0 - 72 MB | NPU
122
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.708 ms | 0 - 72 MB | NPU
123
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.849 ms | 0 - 109 MB | NPU
124
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.532 ms | 0 - 2 MB | NPU
125
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.557 ms | 0 - 0 MB | NPU
126
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.628 ms | 0 - 200 MB | NPU
127
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.652 ms | 0 - 79 MB | NPU
128
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.675 ms | 0 - 68 MB | NPU
129
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.256 ms | 0 - 70 MB | NPU
130
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.195 ms | 0 - 69 MB | NPU
131
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.675 ms | 0 - 68 MB | NPU
132
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.541 ms | 0 - 72 MB | NPU
133
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.652 ms | 0 - 79 MB | NPU
134
+ | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.342 ms | 0 - 140 MB | NPU
135
+ | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 5.483 ms | 0 - 127 MB | NPU
136
  | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 5.013 ms | 0 - 35 MB | NPU
137
+ | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 15.483 ms | 1 - 90 MB | NPU
138
+ | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.315 ms | 0 - 3 MB | NPU
139
+ | HRNetFace | TFLITE | float | Qualcomm® SA8775P | 5.157 ms | 0 - 92 MB | NPU
140
+ | HRNetFace | TFLITE | float | Qualcomm® SA8650P | 5.157 ms | 0 - 92 MB | NPU
141
+ | HRNetFace | TFLITE | float | Qualcomm® SA8255P | 5.157 ms | 0 - 92 MB | NPU
142
+ | HRNetFace | TFLITE | float | Qualcomm® QCS8450 | 5.483 ms | 0 - 127 MB | NPU
143
  | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 4.867 ms | 0 - 35 MB | NPU
144
+ | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.759 ms | 0 - 95 MB | NPU
145
+ | HRNetFace | TFLITE | float | Qualcomm® SA7255P | 15.483 ms | 1 - 90 MB | NPU
146
+ | HRNetFace | TFLITE | float | Qualcomm® SA8295P | 5.68 ms | 1 - 74 MB | NPU
147
+ | HRNetFace | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.759 ms | 0 - 95 MB | NPU
148
+ | HRNetFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.41 ms | 0 - 90 MB | NPU
149
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.716 ms | 0 - 115 MB | NPU
150
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.551 ms | 0 - 112 MB | NPU
151
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.302 ms | 0 - 18 MB | NPU
152
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.204 ms | 0 - 18 MB | NPU
153
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.89 ms | 0 - 72 MB | NPU
154
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.099 ms | 0 - 20 MB | NPU
155
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8775P | 1.5 ms | 0 - 74 MB | NPU
156
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8650P | 1.5 ms | 0 - 74 MB | NPU
157
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8255P | 1.5 ms | 0 - 74 MB | NPU
158
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.551 ms | 0 - 112 MB | NPU
159
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.298 ms | 0 - 18 MB | NPU
160
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.852 ms | 0 - 192 MB | NPU
161
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.351 ms | 0 - 75 MB | NPU
162
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.587 ms | 0 - 71 MB | NPU
163
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® SA7255P | 2.89 ms | 0 - 72 MB | NPU
164
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8295P | 1.981 ms | 0 - 69 MB | NPU
165
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.587 ms | 0 - 71 MB | NPU
166
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.474 ms | 0 - 71 MB | NPU
167
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.351 ms | 0 - 75 MB | NPU
168
 
169
  ## License
170
  * The license for the original implementation of HRNetFace can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.60.0/hrnet_face-onnx-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/hrnet_face/releases/v0.60.0/hrnet_face-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.60.0/hrnet_face-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,19 +31,19 @@
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.60.0/hrnet_face-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.60.0/hrnet_face-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.45.0.260326154327"
45
  },
46
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.60.0/hrnet_face-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.61.0/hrnet_face-onnx-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/hrnet_face/releases/v0.61.0/hrnet_face-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.61.0/hrnet_face-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.61.0/hrnet_face-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.61.0/hrnet_face-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.45.0.260326154327"
45
  },
46
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.61.0/hrnet_face-tflite-w8a8.zip"
47
  }
48
  }
49
  }