mirror of https://github.com/opencv/opencv.git
Open Source Computer Vision Library
https://opencv.org/
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
2.1 KiB
2.1 KiB
OpenCV deep learning module samples
Model Zoo
Object detection
| Model | Scale | Size WxH | Mean subtraction | Channels order |
|---|---|---|---|---|
| MobileNet-SSD, Caffe | 0.00784 (2/255) |
300x300 |
127.5 127.5 127.5 |
BGR |
| OpenCV face detector | 1.0 |
300x300 |
104 177 123 |
BGR |
| SSDs from TensorFlow | 0.00784 (2/255) |
300x300 |
127.5 127.5 127.5 |
RGB |
| YOLO | 0.00392 (1/255) |
416x416 |
0 0 0 |
RGB |
| VGG16-SSD | 1.0 |
300x300 |
104 117 123 |
BGR |
| Faster-RCNN | 1.0 |
800x600 |
102.9801, 115.9465, 122.7717 |
BGR |
| R-FCN | 1.0 |
800x600 |
102.9801 115.9465 122.7717 |
BGR |
Classification
| Model | Scale | Size WxH | Mean subtraction | Channels order |
|---|---|---|---|---|
| GoogLeNet | 1.0 |
224x224 |
104 117 123 |
BGR |
| SqueezeNet | 1.0 |
227x227 |
0 0 0 |
BGR |
Semantic segmentation
| Model | Scale | Size WxH | Mean subtraction | Channels order |
|---|---|---|---|---|
| ENet | 0.00392 (1/255) |
1024x512 |
0 0 0 |
RGB |
| FCN8s | 1.0 |
500x500 |
0 0 0 |
BGR |