Awesome
<font color=red>This project is no longer updated. There is a confusing place, please refer to issues 5 and so on.Thank you for your support.</font>
中文说明
Environment
win10；python3.6.7 ；
| Item | Value |
|---|---|
| keras | 2.2.4 |
| tensorflow-gpu | 1.10.0 |
Reference：
https://github.com/divamgupta/image-segmentation-keras
https://github.com/ykamikawa/SegNet
Data：
https://drive.google.com/file/d/0B0d9ZiqAgFkiOHR1NTJhWVJMNEU/view?usp=sharing
Data or：
https://github.com/alexgkendall/SegNet-Tutorial/tree/master/CamVid
Project Strcutre
python visualizeDataset.py: Visual samples
python train.py: Execution train
python predict.py: Execution predict
You can modify the parameter in project switching model or cloning the historical version.
About
FCN32
Visualization results:
FCN8
Visualization results:
SegNet
U-Net
Not exactly in accordance with the realization of the paper.This project mainly helps to learn semantics segmentation model,and some data processing skills.