Hugging Face's logo

qualcomm
/
3D-Deep-BOX

Object Detection
PyTorch
real_time
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
5dc0ba0
·
verified ·
1 Parent(s): 13cf58a

v0.53.0

Browse files

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

Files changed (2) hide show
  1. README.md +145 -111
  2. release_assets.json +7 -7
README.md CHANGED
@@ -28,11 +28,11 @@ Below are pre-exported model assets ready for deployment.
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/deepbox/releases/v0.52.0/deepbox-onnx-float.zip)
32
- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-onnx-w8a16.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-qnn_dlc-float.zip)
34
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-qnn_dlc-w8a16.zip)
35
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[3D-Deep-BOX on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deepbox)**.
38
 
@@ -64,114 +64,148 @@ See our repository for [3D-Deep-BOX on GitHub](https://github.com/qualcomm/ai-hu
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
- | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.432 ms | 0 - 197 MB | NPU
68
- | vgg_3d_detection | ONNX | float | Snapdragon® X2 Elite | 2.601 ms | 88 - 88 MB | NPU
69
- | vgg_3d_detection | ONNX | float | Snapdragon® X Elite | 4.986 ms | 88 - 88 MB | NPU
70
- | vgg_3d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.761 ms | 0 - 217 MB | NPU
71
- | vgg_3d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.869 ms | 0 - 97 MB | NPU
72
- | vgg_3d_detection | ONNX | float | Qualcomm® QCS9075 | 8.89 ms | 0 - 4 MB | NPU
73
- | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.021 ms | 0 - 199 MB | NPU
74
- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.402 ms | 0 - 30 MB | NPU
75
- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.652 ms | 44 - 44 MB | NPU
76
- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X Elite | 2.847 ms | 44 - 44 MB | NPU
77
- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.082 ms | 0 - 66 MB | NPU
78
- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 845.58 ms | 161 - 192 MB | CPU
79
- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.672 ms | 0 - 50 MB | NPU
80
- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.805 ms | 0 - 3 MB | NPU
81
- | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 404.776 ms | 144 - 151 MB | CPU
82
- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.699 ms | 0 - 24 MB | NPU
83
- | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 366.606 ms | 148 - 156 MB | CPU
84
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.479 ms | 0 - 199 MB | NPU
85
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.773 ms | 1 - 1 MB | NPU
86
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.267 ms | 1 - 1 MB | NPU
87
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.909 ms | 0 - 274 MB | NPU
88
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 33.462 ms | 1 - 198 MB | NPU
89
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.156 ms | 1 - 9 MB | NPU
90
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.251 ms | 1 - 199 MB | NPU
91
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 9.123 ms | 3 - 5 MB | NPU
92
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.977 ms | 0 - 207 MB | NPU
93
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA7255P | 33.462 ms | 1 - 198 MB | NPU
94
- | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8295P | 10.562 ms | 1 - 193 MB | NPU
95
- | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.143 ms | 0 - 199 MB | NPU
96
- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.383 ms | 0 - 30 MB | NPU
97
- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.762 ms | 0 - 0 MB | NPU
98
- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.869 ms | 0 - 0 MB | NPU
99
- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.101 ms | 0 - 68 MB | NPU
100
- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.144 ms | 0 - 2 MB | NPU
101
- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 9.475 ms | 0 - 25 MB | NPU
102
- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.71 ms | 0 - 2 MB | NPU
103
- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.932 ms | 0 - 28 MB | NPU
104
- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.175 ms | 0 - 2 MB | NPU
105
- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 49.494 ms | 0 - 165 MB | NPU
106
- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.769 ms | 0 - 70 MB | NPU
107
- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 9.475 ms | 0 - 25 MB | NPU
108
- | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.262 ms | 0 - 23 MB | NPU
109
- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.68 ms | 0 - 29 MB | NPU
110
- | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.153 ms | 0 - 165 MB | NPU
111
- | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.482 ms | 0 - 200 MB | NPU
112
- | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.884 ms | 0 - 317 MB | NPU
113
- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 33.476 ms | 0 - 198 MB | NPU
114
- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.134 ms | 0 - 2 MB | NPU
115
- | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.293 ms | 0 - 199 MB | NPU
116
- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS9075 | 9.126 ms | 0 - 91 MB | NPU
117
- | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.017 ms | 0 - 250 MB | NPU
118
- | vgg_3d_detection | TFLITE | float | Qualcomm® SA7255P | 33.476 ms | 0 - 198 MB | NPU
119
- | vgg_3d_detection | TFLITE | float | Qualcomm® SA8295P | 10.576 ms | 0 - 193 MB | NPU
120
- | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.116 ms | 0 - 201 MB | NPU
121
- | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.789 ms | 0 - 26 MB | NPU
122
- | yolo_2d_detection | ONNX | float | Snapdragon® X2 Elite | 0.899 ms | 22 - 22 MB | NPU
123
- | yolo_2d_detection | ONNX | float | Snapdragon® X Elite | 1.581 ms | 22 - 22 MB | NPU
124
- | yolo_2d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.107 ms | 0 - 34 MB | NPU
125
- | yolo_2d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.431 ms | 0 - 24 MB | NPU
126
- | yolo_2d_detection | ONNX | float | Qualcomm® QCS9075 | 2.226 ms | 2 - 4 MB | NPU
127
- | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.95 ms | 0 - 22 MB | NPU
128
- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.595 ms | 0 - 39 MB | NPU
129
- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.641 ms | 12 - 12 MB | NPU
130
- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X Elite | 1.64 ms | 11 - 11 MB | NPU
131
- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.984 ms | 0 - 68 MB | NPU
132
- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 193.788 ms | 86 - 92 MB | CPU
133
- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.422 ms | 0 - 13 MB | NPU
134
- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.582 ms | 0 - 3 MB | NPU
135
- | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 96.722 ms | 83 - 90 MB | CPU
136
- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.754 ms | 0 - 32 MB | NPU
137
- | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 77.541 ms | 84 - 91 MB | CPU
138
- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.717 ms | 2 - 27 MB | NPU
139
- | yolo_2d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.961 ms | 2 - 2 MB | NPU
140
- | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.474 ms | 2 - 2 MB | NPU
141
- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.055 ms | 0 - 32 MB | NPU
142
- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.556 ms | 2 - 23 MB | NPU
143
- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.354 ms | 2 - 3 MB | NPU
144
- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.265 ms | 1 - 25 MB | NPU
145
- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.207 ms | 4 - 7 MB | NPU
146
- | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.86 ms | 1 - 38 MB | NPU
147
- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA7255P | 7.556 ms | 2 - 23 MB | NPU
148
- | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8295P | 3.63 ms | 0 - 23 MB | NPU
149
- | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.835 ms | 0 - 22 MB | NPU
150
- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.547 ms | 1 - 34 MB | NPU
151
- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.751 ms | 1 - 1 MB | NPU
152
- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.584 ms | 1 - 1 MB | NPU
153
- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.987 ms | 1 - 55 MB | NPU
154
- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.716 ms | 1 - 3 MB | NPU
155
- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.606 ms | 1 - 31 MB | NPU
156
- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.4 ms | 1 - 3 MB | NPU
157
- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.587 ms | 1 - 32 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
158
  | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.539 ms | 3 - 5 MB | NPU
159
- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.728 ms | 1 - 157 MB | NPU
160
- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.745 ms | 0 - 57 MB | NPU
161
- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.606 ms | 1 - 31 MB | NPU
162
- | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.243 ms | 0 - 28 MB | NPU
163
- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.728 ms | 0 - 30 MB | NPU
164
- | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.722 ms | 1 - 42 MB | NPU
165
- | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.717 ms | 0 - 26 MB | NPU
166
- | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.052 ms | 0 - 58 MB | NPU
167
- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.539 ms | 0 - 24 MB | NPU
168
- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.308 ms | 0 - 3 MB | NPU
 
 
169
  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
170
- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS9075 | 2.127 ms | 0 - 27 MB | NPU
171
- | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.839 ms | 0 - 61 MB | NPU
172
- | yolo_2d_detection | TFLITE | float | Qualcomm® SA7255P | 7.539 ms | 0 - 24 MB | NPU
173
- | yolo_2d_detection | TFLITE | float | Qualcomm® SA8295P | 3.563 ms | 0 - 25 MB | NPU
174
- | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.826 ms | 0 - 23 MB | NPU
 
 
175
 
176
  ## License
177
  * The license for the original implementation of 3D-Deep-BOX 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/deepbox/releases/v0.53.0/deepbox-onnx-float.zip)
32
+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.0/deepbox-onnx-w8a16.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.0/deepbox-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.0/deepbox-qnn_dlc-w8a16.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.0/deepbox-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[3D-Deep-BOX on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deepbox)**.
38
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.441 ms | 0 - 197 MB | NPU
68
+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite Mobile | 3.034 ms | 0 - 201 MB | NPU
69
+ | vgg_3d_detection | ONNX | float | Snapdragon® X2 Elite | 2.607 ms | 88 - 88 MB | NPU
70
+ | vgg_3d_detection | ONNX | float | Snapdragon® X Elite | 5.0 ms | 88 - 88 MB | NPU
71
+ | vgg_3d_detection | ONNX | float | Snapdragon® X Elite | 5.0 ms | 88 - 88 MB | NPU
72
+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.753 ms | 0 - 217 MB | NPU
73
+ | vgg_3d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.876 ms | 0 - 97 MB | NPU
74
+ | vgg_3d_detection | ONNX | float | Qualcomm® QCS9075 | 8.881 ms | 0 - 4 MB | NPU
75
+ | vgg_3d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.034 ms | 0 - 201 MB | NPU
76
+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.404 ms | 0 - 30 MB | NPU
77
+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 1.697 ms | 0 - 29 MB | NPU
78
+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.651 ms | 44 - 44 MB | NPU
79
+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X Elite | 2.85 ms | 44 - 44 MB | NPU
80
+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® X Elite | 2.85 ms | 44 - 44 MB | NPU
81
+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.085 ms | 0 - 66 MB | NPU
82
+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 845.115 ms | 120 - 152 MB | CPU
83
+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.687 ms | 0 - 50 MB | NPU
84
+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.803 ms | 0 - 3 MB | NPU
85
+ | vgg_3d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 403.39 ms | 147 - 154 MB | CPU
86
+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.697 ms | 0 - 29 MB | NPU
87
+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 365.968 ms | 148 - 155 MB | CPU
88
+ | vgg_3d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 365.968 ms | 148 - 155 MB | CPU
89
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.484 ms | 0 - 199 MB | NPU
90
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3.155 ms | 1 - 199 MB | NPU
91
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 2.8 ms | 1 - 1 MB | NPU
92
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.266 ms | 1 - 1 MB | NPU
93
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® X Elite | 5.266 ms | 1 - 1 MB | NPU
94
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.901 ms | 0 - 273 MB | NPU
95
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 33.437 ms | 1 - 198 MB | NPU
96
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.138 ms | 1 - 181 MB | NPU
97
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.256 ms | 1 - 199 MB | NPU
98
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.256 ms | 1 - 199 MB | NPU
99
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8775P | 9.256 ms | 1 - 199 MB | NPU
100
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 9.111 ms | 1 - 3 MB | NPU
101
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 9.998 ms | 0 - 207 MB | NPU
102
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA7255P | 33.437 ms | 1 - 198 MB | NPU
103
+ | vgg_3d_detection | QNN_DLC | float | Qualcomm® SA8295P | 10.575 ms | 1 - 195 MB | NPU
104
+ | vgg_3d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.155 ms | 1 - 199 MB | NPU
105
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.385 ms | 0 - 30 MB | NPU
106
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 1.684 ms | 0 - 28 MB | NPU
107
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.747 ms | 0 - 0 MB | NPU
108
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.883 ms | 0 - 0 MB | NPU
109
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.883 ms | 0 - 0 MB | NPU
110
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.099 ms | 0 - 69 MB | NPU
111
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 13.406 ms | 0 - 2 MB | NPU
112
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 9.515 ms | 0 - 26 MB | NPU
113
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.724 ms | 0 - 126 MB | NPU
114
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.95 ms | 0 - 27 MB | NPU
115
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.95 ms | 0 - 27 MB | NPU
116
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.95 ms | 0 - 27 MB | NPU
117
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.174 ms | 0 - 2 MB | NPU
118
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 53.107 ms | 0 - 165 MB | NPU
119
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 3.77 ms | 0 - 71 MB | NPU
120
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 9.515 ms | 0 - 26 MB | NPU
121
+ | vgg_3d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.263 ms | 0 - 23 MB | NPU
122
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.684 ms | 0 - 28 MB | NPU
123
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.152 ms | 0 - 165 MB | NPU
124
+ | vgg_3d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.152 ms | 0 - 165 MB | NPU
125
+ | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.481 ms | 0 - 200 MB | NPU
126
+ | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.111 ms | 0 - 199 MB | NPU
127
+ | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.888 ms | 0 - 321 MB | NPU
128
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 33.485 ms | 0 - 198 MB | NPU
129
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.136 ms | 0 - 3 MB | NPU
130
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.267 ms | 0 - 199 MB | NPU
131
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.267 ms | 0 - 199 MB | NPU
132
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA8775P | 9.267 ms | 0 - 199 MB | NPU
133
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS9075 | 9.125 ms | 0 - 91 MB | NPU
134
+ | vgg_3d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.018 ms | 0 - 251 MB | NPU
135
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA7255P | 33.485 ms | 0 - 198 MB | NPU
136
+ | vgg_3d_detection | TFLITE | float | Qualcomm® SA8295P | 10.581 ms | 0 - 194 MB | NPU
137
+ | vgg_3d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.111 ms | 0 - 199 MB | NPU
138
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.79 ms | 1 - 28 MB | NPU
139
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite Mobile | 0.971 ms | 1 - 28 MB | NPU
140
+ | yolo_2d_detection | ONNX | float | Snapdragon® X2 Elite | 0.893 ms | 22 - 22 MB | NPU
141
+ | yolo_2d_detection | ONNX | float | Snapdragon® X Elite | 1.544 ms | 22 - 22 MB | NPU
142
+ | yolo_2d_detection | ONNX | float | Snapdragon® X Elite | 1.544 ms | 22 - 22 MB | NPU
143
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.135 ms | 0 - 38 MB | NPU
144
+ | yolo_2d_detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.423 ms | 0 - 24 MB | NPU
145
+ | yolo_2d_detection | ONNX | float | Qualcomm® QCS9075 | 2.247 ms | 2 - 4 MB | NPU
146
+ | yolo_2d_detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.971 ms | 1 - 28 MB | NPU
147
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.586 ms | 0 - 39 MB | NPU
148
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.745 ms | 0 - 33 MB | NPU
149
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.644 ms | 12 - 12 MB | NPU
150
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X Elite | 1.606 ms | 11 - 11 MB | NPU
151
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® X Elite | 1.606 ms | 11 - 11 MB | NPU
152
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.02 ms | 0 - 66 MB | NPU
153
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS6490 | 195.608 ms | 89 - 95 MB | CPU
154
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.424 ms | 0 - 128 MB | NPU
155
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.578 ms | 0 - 3 MB | NPU
156
+ | yolo_2d_detection | ONNX | w8a16 | Qualcomm® QCM6690 | 96.943 ms | 87 - 94 MB | CPU
157
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.745 ms | 0 - 33 MB | NPU
158
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 77.018 ms | 85 - 92 MB | CPU
159
+ | yolo_2d_detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 77.018 ms | 85 - 92 MB | CPU
160
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.716 ms | 2 - 26 MB | NPU
161
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.841 ms | 2 - 28 MB | NPU
162
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.288 ms | 2 - 2 MB | NPU
163
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.465 ms | 2 - 2 MB | NPU
164
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® X Elite | 1.465 ms | 2 - 2 MB | NPU
165
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.059 ms | 0 - 35 MB | NPU
166
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.564 ms | 2 - 24 MB | NPU
167
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.337 ms | 2 - 3 MB | NPU
168
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.265 ms | 2 - 26 MB | NPU
169
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.265 ms | 2 - 26 MB | NPU
170
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8775P | 2.265 ms | 2 - 26 MB | NPU
171
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.197 ms | 2 - 5 MB | NPU
172
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.858 ms | 0 - 37 MB | NPU
173
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA7255P | 7.564 ms | 2 - 24 MB | NPU
174
+ | yolo_2d_detection | QNN_DLC | float | Qualcomm® SA8295P | 3.638 ms | 0 - 23 MB | NPU
175
+ | yolo_2d_detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.841 ms | 2 - 28 MB | NPU
176
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.548 ms | 1 - 34 MB | NPU
177
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.73 ms | 1 - 35 MB | NPU
178
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.747 ms | 1 - 1 MB | NPU
179
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.598 ms | 1 - 1 MB | NPU
180
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.598 ms | 1 - 1 MB | NPU
181
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.983 ms | 0 - 55 MB | NPU
182
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 4.59 ms | 2 - 5 MB | NPU
183
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.62 ms | 1 - 31 MB | NPU
184
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.397 ms | 1 - 2 MB | NPU
185
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.593 ms | 1 - 33 MB | NPU
186
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.593 ms | 1 - 33 MB | NPU
187
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.593 ms | 1 - 33 MB | NPU
188
  | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.539 ms | 3 - 5 MB | NPU
189
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.922 ms | 1 - 156 MB | NPU
190
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.724 ms | 0 - 57 MB | NPU
191
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.62 ms | 1 - 31 MB | NPU
192
+ | yolo_2d_detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.23 ms | 0 - 28 MB | NPU
193
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.73 ms | 1 - 35 MB | NPU
194
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.736 ms | 1 - 41 MB | NPU
195
+ | yolo_2d_detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.736 ms | 1 - 41 MB | NPU
196
+ | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.716 ms | 0 - 27 MB | NPU
197
+ | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.824 ms | 0 - 23 MB | NPU
198
+ | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.055 ms | 0 - 56 MB | NPU
199
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.542 ms | 0 - 23 MB | NPU
200
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.301 ms | 0 - 2 MB | NPU
201
  | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
202
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
203
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA8775P | 2.204 ms | 0 - 25 MB | NPU
204
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS9075 | 2.13 ms | 0 - 27 MB | NPU
205
+ | yolo_2d_detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.832 ms | 0 - 61 MB | NPU
206
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA7255P | 7.542 ms | 0 - 23 MB | NPU
207
+ | yolo_2d_detection | TFLITE | float | Qualcomm® SA8295P | 3.556 ms | 0 - 25 MB | NPU
208
+ | yolo_2d_detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.824 ms | 0 - 23 MB | NPU
209
 
210
  ## License
211
  * The license for the original implementation of 3D-Deep-BOX can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
@@ -7,14 +7,14 @@
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-onnx-w8a16.zip"
18
  }
19
  }
20
  },
@@ -23,22 +23,22 @@
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
- "litert": "1.4.2"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.52.0/deepbox-onnx-float.zip"
42
  }
43
  }
44
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
 
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.0/deepbox-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.0/deepbox-onnx-w8a16.zip"
18
  }
19
  }
20
  },
 
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
+ "litert": "1.4.3"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.0/deepbox-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.0/deepbox-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deepbox/releases/v0.53.0/deepbox-onnx-float.zip"
42
  }
43
  }
44
  }