유방암의 임파선 전이 예측 AI경진대회

Dacon : https://dacon.io/competitions/official/236011/overview/description

Environment

conda create -n cancer python=3.8
conda activate cancer

conda install pytorch==1.12.1 torchvision==0.13.1 torchaudio==0.12.1 cudatoolkit=11.3 -c pytorch

pip install wandb albumentations sklearn pandas tqdm

Directory

├── data
│   ├── train_imgs
│   │   ├── BC_01_0001.png
│   │
│   ├── train_masks
│   │   ├── BC_01_0015.png
│   │
│   ├── test_imgs
│   │   ├── BC_01_0011.png
│   │
│   ├── clinical_info.xlsx
│   ├── sample_submission.csv
│   ├── train.csv
│   ├── train_5fold.csv
│   ├── train_heuristic.csv
│   ├── train_heuristic_5fold.csv
│   ├── test.csv
│   └── test_heuristic.csv
│
├── submit
│
├── work_dirs
│   ├── exp0
│       ├── config.yaml
│       ├── best.pt