CS3860-Fall2021Research

Rong Wang

The MIDOG challenge is a challenge to detect mitotic figures in medical images so that detection is robust no matter what scanner is used. This is the challenge of domain generalization in microscopy images.
This is my attempt to adapt MIDOG team's baseline domain adversarial model to a Google Colab.
Currently, this code does not successfully distinguish 'hard negatives' and 'mitotic figures' due to bugs within the code.
Much of the code is from the MIDOG team's baseline domain adversarial model, which can be found at https://github.com/DeepPathology/MIDOG. Other parts of the code are referenced from the MIDOG team's MIDOG_ObjectDetecton_101.ipynb.
The MIDOG challenge can be found here: https://imi.thi.de/midog/.