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keras-segmentation

2020-01-15 | |  44 |   0 |   0

keras-segmentation

Implementation is not original papers. The purpose of this project is to get started with semantic segmentation and master the basic process.

FCN32/8、SegNet、U-Net Model published。There is a confusing place, please refer to issues 5 and so on.Thank you for your support.

中文说明

Environment

ItemValueItemValue
keras2.2.4OSwin10
tensorflow-gpu1.10/1.12Python3.6.7

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

图片.png

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:

图片.png

SegNet

U-Net


上一篇：chainer-segnet

下一篇： pytorch-unet-segnet

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