This project is no longer updated. There is a confusing place, please refer to issues 5 and so on.Thank you for your support.
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.