prajwalsingh / EEGStyleGAN-ADA

Pytorch code of paper "Learning Robust Deep Visual Representations from EEG Brain Recordings". [WACV 2024]
MIT License
27 stars 4 forks source link

whats the functionality of EEGStyleGAN-ADA/Image2EEG directory? #21

Closed nihilisticneuralnet closed 1 month ago

nihilisticneuralnet commented 2 months ago

i am confused coz the code is very similar to EEGStyleGAN-ADA/Triplet_LSTM/. which dataset does it use?

prajwalsingh commented 1 month ago

@nihilisticneuralnet Hi, it maps unseen images to its equivalent EEG feature. It is something like zero-shot EEG feature generation. In paper, there is an experiment of image to image mapping which shows that, even if we have unseen image we can encode it into its equivalent EEG features and then pass it through the EEGStyleGAN for image generation.

nihilisticneuralnet commented 1 month ago

thanks for the reply