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Unet-Segmentation

This is the source of the U-Net Segmentation plugin for Fiji. You can obtain the latest stable version directly from the Fiji updater via update site "U-Net Segmentation".

For more details check our project page. Binary releases are available on our Fiji update site

The plugin requires connection to a Linux workstation (can be the local computer) running a special variant of caffe (caffe_unet).

U-Net Segmentation backend caffe_unet (binaries, source, docker)

Obtain the U-Net segmentation backend (caffe_unet) binaries and corresponding caffe source patch from the project page. Please also check our caffe-unet-docker repository.

Build from source

We recommend to use Linux for building from source, in theory building on Windows should work, but it is not tested.

Prerequisites:

ij.jar, jsch.jar and jhdf5.jar should be already included in an of-the-shelf Fiji installation. You can obtain protobuf-java from the U-Net update site.

General build instructions

Clone this repository, create a separate build directory, and run cmake using the cloned directory as source folder and the build directory as destination folder. Choose your Fiji plugins folder as install prefix.

Example:

  • Fiji is installed in /home/user/Fiji.app
  • You installed the protobuf compiler using your package management system (e.g. on debian-based systems using apt-get install protobuf-compiler)
  • You cloned this repository to /home/user/Unet-Segmentation

Then the following block should build and install the Unet-Segmentation plugin into Fiji. The API documentation can be found in /home/user/Unet-Segmentation/build/javadoc/doc/.

mkdir -p /home/user/Unet-Segmentation/build
cd /home/user/Unet-Segmentation/build
cmake -DCMAKE_INSTALL_PREFIX=/home/user/Fiji.app/plugins -DFIJI_BIN=/home/user/Fiji.app/ImageJ-linux64  ..
make install