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