ML for Images

Guides: Prof. Balamurugan Palaniappan and Prof. Amit Sethi

Assignments of the courses EE 610 (Image Processing) and IE 643 (Deep Learning: Theory and Practice)

• Image enhancement of night-time photos, removing scanning artifacts of telescope images, denoising using wavelets, and restoration using Weiner filtering.
• Image generation using Deep Convolutional GAN and VAE architecture for an image category (cars, buses, or boats).