This is the repo of all the assignments done by me for the SoC project (Un)-Clear.
The assignments done till now are:

Week 1 : OpenCV and Python

Simple python programs for image manipulation using OpenCV

Week 2 : Digit Recognizer tensorflow model

Handwritten digit classifier achieving 97.1% accuracy in a contest

Week 3 : Sketch Colourization GAN

GAN using the U-net model as the generator for coloring anime sketch images.

Week 4 : Image Upscaling model based on ESRGAN using tensorflow

The final goal of the project. This program implements the ESRGAN model for image upscaling.
The model has been trained for 250 epochs on the DIV2K dataset for performing 4x upscaling.
The model weights can be downloaded from here(Tensorflow format)