The major challenge lie at the core of implementing a model as complicated as an ESRGAN. Initially, I had begun with trying to implement the ESRGAN by myself. But soon I realised that there was extensive research papers already working on tasks very similar to what I seek to accomplish. I used these research papers to further my project and understood the model in-depth.