ulrikeboehm/imagej-tensorflow

ImageJ/TensorFlow integration library

ImageJ + TensorFlow integration layer

This component is a library which can translate between ImageJ images and TensorFlow tensors.

It also contains a demo ImageJ command for classifying images using a TensorFlow image model, adapted from the TensorFlow image recognition tutorial.

Quickstart

git clone https://github.com/imagej/imagej-tensorflow
cd imagej-tensorflow
mvn -Pexec

This requires Maven. Typically brew install maven on OS X, apt-get install maven on Ubuntu, or detailed instructions otherwise.

Caveats

The code here is still a proof of concept. It has some inefficiencies that will later be improved upon. For example, the TensorFlow model is loaded on each invocation of the command instead of being loaded once and cached for repeated use.