fMRI-Stimulus-Image-Reconstruction-using-BigGAN

Basic usage:

1. Download "Generic Object Decoding" dataset (by Kamitani Lab) and place the subject mat files in data folder

http://brainliner.jp/data/brainliner/Generic_Object_Decoding

2. Request for images used in this experiment from Kamitani Lab and place them in the data folder

https://docs.google.com/forms/d/e/1FAIpQLSfuAF-tr4ZUBx2LvxavAjjEkqqUOj0VpqpeJNCe-IcdlqJekg/viewform

3. Download the pretrained BigGAN from drive place it in the models folder

https://drive.google.com/file/d/1eXGjqs3Vh8W30NXmppWyl_eomXzrzF_s/view?usp=sharing

4. Train the model using

python train.py

Results