U-net for image segmentation
显示 更早的评论
I was wondering if it is possible to download U-net (https://lmb.informatik.uni-freiburg.de/people/ronneber/u-net/) for use as a pretrained convolutional neural network for Matlab for medical image segmentation.
2 个评论
Christopher Thomas
2018-6-25
Hi Joseph Stember, did you get U-net downloaded and working in Matlab?
HARADHAN CHEL
2020-3-6
In matlab documentation, it is clearly written how to build and train a U-net network when the input image and corresponding labelled images are stored into two different folders. But Surprisingly it is not described how to test an image for segmentation on the trained network. For testing images, which command we need to use? is it semanticseg? . Unfortunately this method is not working and not producing any result.
回答（3 个）
Moucheng Xu
2018-8-16
3 个投票
I think you can look at this one: https://www.mathworks.com/matlabcentral/answers/uploaded_files/107430/createUnet.m
This is a function I found online by mathworks for a modified version U net, I reproduced my own implementation of U net referring to this function so I could make other versions.
3 个评论
Salma Hassan
2018-11-24
i still suffer from how to write a matlab code by convolutional neural network for segmentation image
Yan Ma
2019-9-10
HI Moucheng, I have downloaded the code from the Internet.It generated a U-net network.I want to know how can I ues the LayerGraph to train the dataset?
mohd akmal masud
2021-8-12
编辑：mohd akmal masud
2021-8-12
Hi Moucheng Xu,
https://lmb.informatik.uni-freiburg.de/people/ronneber/u-net/
Is it this code can run in Matlab?
Kris Fedorenko
2017-8-25
2 个投票
Hi Joseph,
According to the documentation of u-net, you can download the ready trained network, the source code, the matlab binaries of the modified caffe network, all essential third party libraries and the matlab-interface for overlap-tile segmentation. Best bet would be to use the same setup as recommended by u-net, i.e. Ubuntu Linux 14.04 and Matlab 2014b (x64).
You might also find of interest the image segmentation functionality in the Image Processing Toolbox:
Hope this helps!
Kris
3 个评论
Kannan U V
2018-2-8
Hi Kris, Has this changed with the 2017b or 2018a release?
Ahmed
2020-10-7
Hi Chris,
I want to apply UNet to segment weed plants, how can I label the images?
Regards
Yi-shan
2023-7-18
use the image labeler
Birju Patel
2022-6-9
0 个投票
The network you pointed to was trained in Caffe. You can use importCaffeNetwork to import this pretrained U-Net network:
https://www.mathworks.com/help/deeplearning/ref/importcaffenetwork.html
类别
在 帮助中心 和 File Exchange 中查找有关 Deep Learning Toolbox 的更多信息
2017-8-22
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!
Translated by 
