10.GAN-Based Data Augmentation for Skin Lesion Classification

GANs • Computer Vision • Medical Imaging

Trained DCGAN on 2,726 dermatoscopic images to generate realistic synthetic images.

Improved classifier performance by 15% through reduced overfitting and class imbalance correction.