DDSM Mammography

For a course I was taking at EPFL I was working on classifying images from the DDSM dataset with ConvNets. I had some success, although not as much as I would have liked, and I posted an edited version of my report on Medium.

The source code used to create and train the models is available in this GitHub repo, and the code used to create the data and do EDA is available here.

Although the course is over I am still working on this project, attempting to fix some of the issues that came up during the first stage.

Labels: python, machine_learning, mammography, convnets