CAS-Colon Dataset & Framework

Official implementation for ​​"CAS-Colon: A Comprehensive Colonoscopy Anatomical Segmentation Dataset for Artificial Intelligence Development"​​

Code Architecture

src/
├── config/               # Runtime configuration
├── data/RJ/             # Dataset and splits
├── models/              # Model architectures
├── utils/               # Dataloader & trainer utilities
├── pre.ipynb            # Video→frame & video crop preprocessing 
├── setting.py           # Runtime configuration
└── train.py             # Main training script

Data Preparation

1. get data from ​​"CAS-Colon: A Comprehensive Colonoscopy Anatomical Segmentation Dataset for Artificial Intelligence Development"​

Training

python train.py --save_dir xx --gpu_id --config xx