Skip to content

jinxiqinghuan/TCGAN

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

9 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

TCGAN

The implemetation of the paper "TCGAN"

After the paper is accepted, we will continue to improve the content of the document, including the ideas of the paper and specific experimental methods.

1. Dataset

Madic: Temporarily unavailable until permission is granted.

BraTs2020: https://www.med.upenn.edu/cbica/brats2020/data.html (The preprocessing code is placed here: utils/pre_brats_data.py)

IXI: You can download the dataset from here, (Preprocessed dataset source: https://github.com/icon-lab/pGAN-cGAN)

2.Methods

image-20220731214338901

image-20220731214554081

3. Usage

3.1 Train

python train.py --path /data/root --n_epochs 0 --ever_hum 2000 --dataset_name exp --batch_size 12 --lr 2e-4 --n_cpu 1 --img_height 256 --img_width 256 --channels 3 --checkpoint_interval 100 --lambda_pixel 50

3.2 Test

python test.py

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages