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keras-segmentation's Introduction

实验环境

win10;python3.6.7 ;

项目 Value
keras 2.2.4
tensorflow-gpu 1.10.0

实验参考:
https://github.com/divamgupta/image-segmentation-keras
https://github.com/ykamikawa/SegNet

实验数据:
https://drive.google.com/file/d/0B0d9ZiqAgFkiOHR1NTJhWVJMNEU/view?usp=sharing
实验数据或者:
https://github.com/alexgkendall/SegNet-Tutorial/tree/master/CamVid

文件结构

在这里插入图片描述

python visualizeDataset.py 可视化样本: 在这里插入图片描述

python train.py:训练
python predict.py:预测
请自行修改代码中相关参数切换模型,或者克隆历史版本。

详细描述

FCN32

文章参考
可视化结果:
在这里插入图片描述

FCN8

文章参考
可视化结果:
在这里插入图片描述

SegNet

文章参考

U-Net

文章参考

注意

非论文的原始实现。

keras-segmentation's People

Contributors

lsh1994 avatar

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