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School-projects

List of some interesting projects completed while being at INSA Rouen Normandie in Applied Mathematics department.

2019 - Final year

  • Inpainting with a Deep Learning approach following a Nvidia paper by G. Liu in 2018 Image Inpainting for Irregular Holes Using Partial Convolutions.

  • Introduction to constraints and logical programming using Prolog. In this course, with my colleague, we implemented 1) a near brute force approach, 2) a backtracking algorithm, 3) a constraint approach with a finite automaton on a Picross Grid (a more complex Sudoku variant). [report], [slides]

  • Multi-agents system course : 1. modelisation and simulation of severe desease expansion in a city using Gama Platform. [report]. 2. Bibliography on the use of Reinforcement Learning in Multi-Agents Systems [report]

  • Virtual Reality course : development of an immersive game with the Unity engine and C# with 2 other teammates. The game simulates a plane dives, where the player needs to control a parachutist in order to land on a target. [report]

  • Data Science course : Titanic competion in Kaggle, [kernel].

  • Optimisation course : Summary of Stochastic Average Gradient ([SAG])(https://arxiv.org/abs/1309.2388) article.

  • Hamilton-Jacobi Equation : Study of Chan-Vese method for image segmentation. [report], [soutenance])

2018 - Fourth year

  • Implementation of a Genetic Algorithm and a simple Neural Network to play a game called Flappy Bird (re-implemented) in Java. [code], [report].

  • C++ project, simulation of a Drone swarm in a 3D environment. Implementation of physical engine, and graphical rendering using OpenGL. [report], [code]

  • Canv'Us, development of a real-time drawing application with multiple contributors at the same time using RMI and Socket in JAVA [code]

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List of some interesting projects completed while being at INSA Rouen Normandie in Applied Mathematics department.

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