This repository contains all the slides/notes used during the summer school conducted at IIT Madras.
The sessions were jointly conducted by Analytics Club, IITM and CVI.
Link to the Youtube Playlist: Summer School 2021
| Session No. | Topic | Link to Notes | Recording Link |
|---|---|---|---|
| 1 | Python & Git | Notebook | Link |
| 2 | Introduction to OpenCV | Notebook | Link |
| 3 | Machine Learning | Notebook | Link |
| 4 | Deep Learning 1 | Slides Notebook |
Link |
| 5 | Deep Learning 2 | Slides | Link |
| 6 | Vision Backbone | Slides MNIST Notebook ResNet and Inception Network |
Link |
| 7 | Vision models | Notebook 1 Notebook 2 |
Link |
| 8 | NLP Part 1 | Slides Notebook |
Link |
| 9 | NLP Part 2 | Slides | Link |
| 10 | GAN | Slides | Link |
| 11 | RL | Slides | Link |