Learn to Cartoonize
Mentors :
Bhavesh Patil
Valay Bundele
Vrinda Goyal
Mentees :
8-10
This project aims to introduce you to Deep Learning with the amazing and fun application of Generative Adversarial Networks that is image cartoonization. You will learn how to navigate your way further in the arena of Machine Learning and Artificial Intelligence.
Link to the CartoonGan paper - https://ieeexplore.ieee.org/document/8579084
Prerequisites:
N/A
Tentative Timeline :
| Week | Work |
|---|---|
| Week 1-2 | Read about the basic ML techniques like linear/logistic regression and neural networks, learn python |
| Week 3 | Learn about Convolutional Neural Networks(CNNs), various deep learning architectures and PyTorch/TensorFlow |
| Week 4 | Understand the working of GANs and the main paper |
| Week 5-6 | Work on the implementation of the paper |
| Week 7 | Project documentation + Buffer |
