This repository contains all the slides/notes used during the sessions part of Epoch 1: GANs by The Analytics Club, CFI.
All the recordings will be available on our Youtube Channel.
Please join us at CS15, at CSB for the sessions.
| Session | Date | Description | Topics | Session Notes/Slides | Recording |
|---|---|---|---|---|---|
| A Gentle Introduction to GANs | Saturday, September 17th, 5:15 PM to 7:15 PM | Ever wondered about the how and why of GANs? We’ll be busting all the jargon surrounding GANs, and this easy-to-follow session will have you training your own GAN in no time! | Introduction to GANs, DCGAN | Slides | Recording |
| Are GANs all you need? | Sunday, September 18th, 3:00 PM to 5:00 PM | Ever wondered what makes GANs so powerful? In this session, there’ll be an overview of different GAN architectures and their capabilities in downstream tasks. | SRGAN, CycleGAN | Slides | Recording |
| Do whatever you GAN | Thursday, September 22nd, 6:45 PM to 8:45 PM | We’ll be looking at a more specific application of GANs and building a model from scratch. We’ll also have you form teams with your peers, think about what GANs can do, and build a mini-project centered around it from scratch post-session. | DCGAN (From Scratch) | Notebooks | - |