Projects

This is the final project of CSE204 Machine Learning course in Ecole Polytechnique. We use CNN and EfficientNet model to do OCR for singular handwriting Chinese Characters. The project is mainly based on Tensorflow 2.0 API.

Final Project for Algorithms for Numerical Optimization

Final Project for Algorithms for Discrete Mathematics. We apply the numerical analysis algorithm to calculate the Catalan numbers and apply Catalan numbers and motzkin numbers to solve the problems in graph theory and combinatorics.

CSE203 Logic and Proof Final Project - Mathematical proof of the winning strategy of nim game by means of Coq language and formal proof.

CSE104 Web Programming Final Project.

The goal of this project is to develop a lossy image compression format close to JPEG. Lossy compression algorithms allow to greatly reduce the size of image files at the price of loosing some data from the original image.