StyleGAN2
StyleGAN2-Facethesis-brain-tumor-stylegan2
Brain Tumor Classification with StyleGAN2-ADA Synthetic Augmentation
This repository contains the code, models, and results for the thesis:
"Brain Tumor Classification Using Conditional StyleGAN2-ADA Synthetic Data Augmentation with Explainable AI Evaluation"
by Junwei He
Abstract
This thesis investigates the use of conditional StyleGAN2-ADA (StyleGAN-C) for generating synthetic brain MRI images to augment training data for a CNN-based tumor classifier. The framework… See the full description on the dataset page: https://huggingface.co/datasets/JunTierSS/thesis-brain-tumor-stylegan2.stylegan2-ifaces