deerta0103 / Liver-Tumor-Segmentation

Liver and liver tumors segmentation using deep learning

Pytorch liver and liver tumors segmentation

In this project, cascaded U-net architecture is used to segment liver and liver tumors. This is an ongoing work, the base network is presented in this repo.

Requirement

1. [pytorch] (http://pytorch.org)
2. [opencv] (https://opencv.org)

Dataset

The dataset is from LITS challenge (https://competitions.codalab.org/competitions/17094)