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HRNetFace

Object Detection
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v0.63.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.

Files changed (2) hide show
  1. README.md +91 -98
  2. release_assets.json +13 -13
README.md CHANGED
@@ -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/v0.62.2/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.
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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/v0.62.2/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/v0.62.2/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/v0.62.2/hrnet_face-qnn_dlc-float.zip)
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- | 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/v0.62.2/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/v0.62.2/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/v0.62.2/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/v0.62.2/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/v0.62.2/src/qai_hub_models/models/hrnet_face) for usage instructions.
51
 
52
  ## Model Details
53
 
@@ -63,104 +63,97 @@ 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 | 1.548 ms | 2 - 2 MB | NPU
67
- | HRNetFace | ONNX | float | Snapdragon® X Elite | 3.122 ms | 31 - 31 MB | NPU
68
- | HRNetFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.148 ms | 0 - 151 MB | NPU
69
- | HRNetFace | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 4.547 ms | 1 - 135 MB | NPU
70
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 4.881 ms | 2 - 5 MB | NPU
71
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.987 ms | 0 - 34 MB | NPU
72
- | HRNetFace | ONNX | float | Qualcomm® QCS8450 | 4.547 ms | 1 - 135 MB | NPU
73
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 4.612 ms | 2 - 4 MB | NPU
74
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.122 ms | 31 - 31 MB | NPU
75
- | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.65 ms | 0 - 94 MB | NPU
76
- | HRNetFace | ONNX | float | Snapdragon® 8 Elite Mobile | 1.65 ms | 0 - 94 MB | NPU
77
- | HRNetFace | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.344 ms | 1 - 96 MB | NPU
78
- | HRNetFace | ONNX | w8a8 | Snapdragon® X2 Elite | 0.664 ms | 1 - 1 MB | NPU
79
- | HRNetFace | ONNX | w8a8 | Snapdragon® X Elite | 1.326 ms | 16 - 16 MB | NPU
80
- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.877 ms | 0 - 155 MB | NPU
81
- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.748 ms | 0 - 159 MB | NPU
82
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.093 ms | 0 - 3 MB | NPU
83
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.396 ms | 0 - 4 MB | NPU
84
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.291 ms | 0 - 18 MB | NPU
85
- | HRNetFace | ONNX | w8a8 | Qualcomm® QCS8450 | 1.748 ms | 0 - 159 MB | NPU
 
 
86
  | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.511 ms | 0 - 3 MB | NPU
87
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.326 ms | 16 - 16 MB | NPU
88
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.047 ms | 0 - 233 MB | NPU
89
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.612 ms | 0 - 114 MB | NPU
90
- | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.705 ms | 0 - 107 MB | NPU
91
- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.705 ms | 0 - 107 MB | NPU
92
- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.587 ms | 0 - 109 MB | NPU
93
- | HRNetFace | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.612 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 | 3.742 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 | 5.484 ms | 0 - 104 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™ QCS8550 (Proxy) | 3.272 ms | 1 - 142 MB | NPU
100
- | HRNetFace | QNN_DLC | float | Qualcomm® SA8775P | 5.105 ms | 1 - 79 MB | NPU
101
  | HRNetFace | QNN_DLC | float | Qualcomm® SA8650P | 5.105 ms | 1 - 79 MB | NPU
102
  | HRNetFace | QNN_DLC | float | Qualcomm® SA8255P | 5.105 ms | 1 - 79 MB | NPU
103
- | HRNetFace | QNN_DLC | float | Qualcomm® QCS8450 | 5.484 ms | 0 - 104 MB | NPU
104
- | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 4.839 ms | 1 - 4 MB | NPU
105
- | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.742 ms | 1 - 1 MB | NPU
106
- | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.756 ms | 0 - 76 MB | NPU
107
- | HRNetFace | QNN_DLC | float | Qualcomm® SA7255P | 15.434 ms | 1 - 75 MB | NPU
108
- | HRNetFace | QNN_DLC | float | Qualcomm® SA8295P | 5.664 ms | 1 - 63 MB | NPU
109
- | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.756 ms | 0 - 76 MB | NPU
110
- | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.411 ms | 1 - 79 MB | NPU
111
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.89 ms | 0 - 0 MB | NPU
112
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.548 ms | 0 - 0 MB | NPU
113
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.892 ms | 0 - 110 MB | NPU
114
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.858 ms | 0 - 109 MB | NPU
115
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.73 ms | 2 - 4 MB | NPU
116
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.394 ms | 0 - 3 MB | NPU
117
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.327 ms | 0 - 105 MB | NPU
118
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.694 ms | 0 - 72 MB | NPU
119
  | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.694 ms | 0 - 72 MB | NPU
120
  | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.694 ms | 0 - 72 MB | NPU
121
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.858 ms | 0 - 109 MB | NPU
122
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.533 ms | 0 - 2 MB | NPU
123
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.548 ms | 0 - 0 MB | NPU
124
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.633 ms | 0 - 199 MB | NPU
125
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.623 ms | 0 - 79 MB | NPU
126
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.687 ms | 0 - 73 MB | NPU
127
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.248 ms | 0 - 71 MB | NPU
128
- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.201 ms | 0 - 69 MB | NPU
129
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.687 ms | 0 - 73 MB | NPU
130
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.545 ms | 0 - 74 MB | NPU
131
- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.623 ms | 0 - 79 MB | NPU
132
- | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.335 ms | 0 - 137 MB | NPU
133
- | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 5.491 ms | 0 - 125 MB | NPU
134
- | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 5.011 ms | 0 - 35 MB | NPU
135
- | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.313 ms | 0 - 3 MB | NPU
136
- | HRNetFace | TFLITE | float | Qualcomm® SA8775P | 5.144 ms | 0 - 91 MB | NPU
137
  | HRNetFace | TFLITE | float | Qualcomm® SA8650P | 5.144 ms | 0 - 91 MB | NPU
138
  | HRNetFace | TFLITE | float | Qualcomm® SA8255P | 5.144 ms | 0 - 91 MB | NPU
139
- | HRNetFace | TFLITE | float | Qualcomm® QCS8450 | 5.491 ms | 0 - 125 MB | NPU
140
- | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 4.875 ms | 0 - 35 MB | NPU
141
- | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.757 ms | 0 - 96 MB | NPU
142
- | HRNetFace | TFLITE | float | Qualcomm® SA7255P | 15.461 ms | 1 - 92 MB | NPU
143
- | HRNetFace | TFLITE | float | Qualcomm® SA8295P | 5.655 ms | 1 - 74 MB | NPU
144
- | HRNetFace | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.757 ms | 0 - 96 MB | NPU
145
- | HRNetFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.408 ms | 0 - 88 MB | NPU
146
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.749 ms | 0 - 114 MB | NPU
147
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.532 ms | 0 - 114 MB | NPU
148
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.523 ms | 0 - 18 MB | NPU
149
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.202 ms | 0 - 18 MB | NPU
150
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.117 ms | 0 - 3 MB | NPU
151
- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8775P | 1.48 ms | 0 - 74 MB | NPU
152
  | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8650P | 1.48 ms | 0 - 74 MB | NPU
153
  | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8255P | 1.48 ms | 0 - 74 MB | NPU
154
- | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.532 ms | 0 - 114 MB | NPU
155
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.295 ms | 0 - 18 MB | NPU
156
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.834 ms | 0 - 193 MB | NPU
157
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.358 ms | 0 - 75 MB | NPU
158
- | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.588 ms | 0 - 75 MB | NPU
159
- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA7255P | 2.885 ms | 0 - 71 MB | NPU
160
- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8295P | 1.987 ms | 0 - 69 MB | NPU
161
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.588 ms | 0 - 75 MB | NPU
162
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.472 ms | 0 - 73 MB | NPU
163
- | HRNetFace | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.358 ms | 0 - 75 MB | NPU
164
 
165
  ## License
166
  * The license for the original implementation of HRNetFace can be found
 
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/v0.63.0/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 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/hrnet_face-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/hrnet_face-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/hrnet_face-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/hrnet_face-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/hrnet_face-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/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/v0.63.0/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/v0.63.0/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® 8 Elite Gen 5 For Galaxy Mobile | 1.298 ms | 0 - 97 MB | NPU
67
+ | HRNetFace | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.61 ms | 0 - 94 MB | NPU
68
+ | HRNetFace | ONNX | float | Snapdragon® X2 Elite | 1.509 ms | 2 - 2 MB | NPU
69
+ | HRNetFace | ONNX | float | Snapdragon® X Elite | 2.913 ms | 31 - 31 MB | NPU
70
+ | HRNetFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.055 ms | 0 - 151 MB | NPU
71
+ | HRNetFace | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 4.314 ms | 1 - 136 MB | NPU
72
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 4.804 ms | 2 - 6 MB | NPU
73
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.79 ms | 0 - 3 MB | NPU
74
+ | HRNetFace | ONNX | float | Qualcomm® QCS8450 | 4.314 ms | 1 - 136 MB | NPU
75
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 4.464 ms | 2 - 5 MB | NPU
76
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.913 ms | 31 - 31 MB | NPU
77
+ | HRNetFace | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.61 ms | 0 - 94 MB | NPU
78
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.594 ms | 0 - 116 MB | NPU
79
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.69 ms | 0 - 113 MB | NPU
80
+ | HRNetFace | ONNX | w8a8 | Snapdragon® X2 Elite | 0.631 ms | 1 - 1 MB | NPU
81
+ | HRNetFace | ONNX | w8a8 | Snapdragon® X Elite | 1.325 ms | 15 - 15 MB | NPU
82
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.877 ms | 0 - 158 MB | NPU
83
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.603 ms | 0 - 161 MB | NPU
84
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.87 ms | 0 - 4 MB | NPU
85
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.376 ms | 0 - 4 MB | NPU
86
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.331 ms | 0 - 123 MB | NPU
87
+ | HRNetFace | ONNX | w8a8 | Qualcomm® QCS8450 | 1.603 ms | 0 - 161 MB | NPU
88
  | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.511 ms | 0 - 3 MB | NPU
89
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.325 ms | 15 - 15 MB | NPU
90
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.052 ms | 0 - 224 MB | NPU
91
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.532 ms | 0 - 118 MB | NPU
92
+ | HRNetFace | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.69 ms | 0 - 113 MB | NPU
93
+ | HRNetFace | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.532 ms | 0 - 118 MB | NPU
94
+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.383 ms | 1 - 82 MB | NPU
95
+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.708 ms | 0 - 78 MB | NPU
96
+ | HRNetFace | QNN_DLC | float | Snapdragon® X2 Elite | 1.877 ms | 1 - 1 MB | NPU
97
+ | HRNetFace | QNN_DLC | float | Snapdragon® X Elite | 3.506 ms | 1 - 1 MB | NPU
98
+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.229 ms | 0 - 123 MB | NPU
99
+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 5.238 ms | 0 - 106 MB | NPU
100
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 4.915 ms | 1 - 5 MB | NPU
101
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.154 ms | 1 - 3 MB | NPU
 
102
  | HRNetFace | QNN_DLC | float | Qualcomm® SA8650P | 5.105 ms | 1 - 79 MB | NPU
103
  | HRNetFace | QNN_DLC | float | Qualcomm® SA8255P | 5.105 ms | 1 - 79 MB | NPU
104
+ | HRNetFace | QNN_DLC | float | Qualcomm® QCS8450 | 5.238 ms | 0 - 106 MB | NPU
105
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 4.715 ms | 3 - 6 MB | NPU
106
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.506 ms | 1 - 1 MB | NPU
107
+ | HRNetFace | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.708 ms | 0 - 78 MB | NPU
108
+ | HRNetFace | QNN_DLC | float | Qualcomm® SA8295P | 5.261 ms | 1 - 63 MB | NPU
109
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.535 ms | 0 - 74 MB | NPU
110
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.668 ms | 0 - 73 MB | NPU
111
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.821 ms | 0 - 0 MB | NPU
112
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.543 ms | 0 - 0 MB | NPU
113
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.894 ms | 0 - 109 MB | NPU
114
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.682 ms | 0 - 113 MB | NPU
115
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4.043 ms | 2 - 5 MB | NPU
116
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.389 ms | 0 - 3 MB | NPU
117
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.32 ms | 0 - 2 MB | NPU
 
 
118
  | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.694 ms | 0 - 72 MB | NPU
119
  | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.694 ms | 0 - 72 MB | NPU
120
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.682 ms | 0 - 113 MB | NPU
121
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.513 ms | 0 - 3 MB | NPU
122
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.543 ms | 0 - 0 MB | NPU
123
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.601 ms | 0 - 191 MB | NPU
124
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.643 ms | 0 - 84 MB | NPU
125
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.668 ms | 0 - 73 MB | NPU
126
+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.071 ms | 0 - 73 MB | NPU
127
+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.643 ms | 0 - 84 MB | NPU
128
+ | HRNetFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.387 ms | 0 - 93 MB | NPU
129
+ | HRNetFace | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.726 ms | 0 - 94 MB | NPU
130
+ | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.238 ms | 0 - 142 MB | NPU
131
+ | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 5.175 ms | 0 - 126 MB | NPU
132
+ | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 4.922 ms | 0 - 36 MB | NPU
133
+ | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.142 ms | 0 - 3 MB | NPU
 
 
134
  | HRNetFace | TFLITE | float | Qualcomm® SA8650P | 5.144 ms | 0 - 91 MB | NPU
135
  | HRNetFace | TFLITE | float | Qualcomm® SA8255P | 5.144 ms | 0 - 91 MB | NPU
136
+ | HRNetFace | TFLITE | float | Qualcomm® QCS8450 | 5.175 ms | 0 - 126 MB | NPU
137
+ | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 4.728 ms | 0 - 35 MB | NPU
138
+ | HRNetFace | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.726 ms | 0 - 94 MB | NPU
139
+ | HRNetFace | TFLITE | float | Qualcomm® SA7255P | 15.427 ms | 1 - 92 MB | NPU
140
+ | HRNetFace | TFLITE | float | Qualcomm® SA8295P | 5.303 ms | 1 - 74 MB | NPU
141
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.467 ms | 0 - 73 MB | NPU
142
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.571 ms | 0 - 71 MB | NPU
143
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.727 ms | 0 - 110 MB | NPU
144
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.424 ms | 0 - 116 MB | NPU
145
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.779 ms | 0 - 18 MB | NPU
146
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.177 ms | 0 - 19 MB | NPU
147
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.091 ms | 0 - 2 MB | NPU
 
148
  | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8650P | 1.48 ms | 0 - 74 MB | NPU
149
  | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8255P | 1.48 ms | 0 - 74 MB | NPU
150
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.424 ms | 0 - 116 MB | NPU
151
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.295 ms | 0 - 19 MB | NPU
152
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.863 ms | 0 - 188 MB | NPU
153
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.38 ms | 0 - 79 MB | NPU
154
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.571 ms | 0 - 71 MB | NPU
155
+ | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8295P | 1.834 ms | 0 - 72 MB | NPU
156
+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.38 ms | 0 - 79 MB | NPU
 
 
 
157
 
158
  ## License
159
  * The license for the original implementation of HRNetFace can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.62.2",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
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/v0.62.2/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/v0.62.2/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/v0.62.2/hrnet_face-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -28,22 +28,22 @@
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
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/v0.62.2/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/v0.62.2/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/v0.62.2/hrnet_face-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
+ "qairt": "2.50.0.260828221209",
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/v0.63.0/hrnet_face-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
+ "qairt": "2.50.0.260828221209"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/hrnet_face-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
+ "qairt": "2.50.0.260828221209"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/hrnet_face-tflite-float.zip"
24
  }
25
  }
26
  },
 
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
31
+ "qairt": "2.50.0.260828221209",
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/v0.63.0/hrnet_face-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
+ "qairt": "2.50.0.260828221209"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/hrnet_face-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
+ "qairt": "2.50.0.260828221209"
45
  },
46
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.63.0/hrnet_face-tflite-w8a8.zip"
47
  }
48
  }
49
  }