Baseline model and tutorial

We provide step-by-step tutorials, including

  • Preprocessing: intensity normalization
  • Training: U-Net, ViT+U-Net, Swin Transformer + U-Net
  • Inference
  • Build docker and make submissions

https://github.com/JunMa11/NeurIPS-CellSeg

The following open-sourced methods are highly recommended!

This nuclear segmentation summary paper is also very useful.
https://www.kaggle.com/competitions/data-science-bowl-2018/discussion/117489

Docker Tutorial

Using Docker to Share Your Software