Aerial images segmentation - 2017
Technologies: Python, TensorFlow, CNN
TeraDeep: Implement and train a convolutional neural network for a task of building detection through pixel segmentation (click here to see an example of result).
Welcome!
This website is just a simple portfolio where I expose some of my personal projects and some works I developed during my studies and internships.
Some of those projects are partially or completely available on my github page.
Projects
Deep learning Server - 2016
Technologies: C++, Lua, Torch, Python, Flask
TeraDeep: For this project, I was in charge of developing a web server to integrate and deploy deep learning services for diverse tasks of image and video recognition. I also had to design the associated API.
Deep Chatbot - 2016
Technologies: Python, TensorFlow, Seq2seq, Django
Personal Project: My attempt to reproduce A Neural Conversational Model, implementing a 2 layers LSTM encoder/decoder. All the code is available here.
Music Generator - 2016
Technologies: Python, TensorFlow
Personal Project: Attempt to create and experiment different models for music composition. You can listen a generated sample here.
Sentiment Analysis - 2016
Technologies: Python, Numpy, RNN, NLP
Personal Project: Implementation from scratch of the stanford Recursive Neural Tensor Network to detect the sentiment of movies critics.
Deep learning on graph - 2016
Technologies: Python, Theano, Torch, CNN
School Project: Apply convolutional neural network on graphs for 3d meshes segmentation and classification.
Database project - 2016
Technologies: Spark, Rdd, SQL, MapReduce
School Project: Optimising SQL queries with Spark.
IMDb Statistics - 2016
Technologies: Dart, Polymer, Plotly.js
Personal Project: Creation of a web application which extract my IMDb ratings to do some data visualisation and compute some statistics.
Path tracing rendering - 2015
Technologies: C++
School Project: Implementation of a path tracing algorithm. Based on the Nori frameworks
Reinforcement learning project - 2015
Technologies: Python
School Project: Implementation of the bellmans equation to guide a mouse in a continious world.
Image classification - 2015
Technologies: Matlab
School Project: Tuning a neural networks for image classification and comparison with other techniques.
Android application - 2015
Technologies: Java, Android SDK
Personal Project: Record and keep track of our performances with this simple app.
Virtual reality project - 2016
Technologies: Unity3d, C#
School Project: Creation of a simple VR app for Google Cardboard. The user is stuck inside its computer and drive around its filefolders. If he falls, he is teleported into the trash where he has to find the exit.
Distributed inteligent system project - 2015
Technologies: C++, e-puck
School Project: Optimising the behavior of a flock of robots using PSO. Project in group of three.
Networks visualisation tool - 2015
Technologies: Java
Internship: Allow to easilly check and correct the models falses positives and negatives of the re-identification system.
Human tracking and reidentification system - 2015
Technologies: C++, OpenCv, Mqtt
Internship: Person tracking and re-identification system in a distributed multi camera environment.
Dataset Creator - 2014
Technologies: C++, Qt, OpenCv
Internship: Program to quickly extract and label training samples (from a video) for futur training. I developed this program during my research internship to automatize and assist me in this fastidious task (see code and instructions).
Communication Protocol Development - 2014
Technologies: C, Intel 8051
School Project: Creation and implementation of a communication protocol for a SPI Bus and deployment on an microcontroller within a mobile robot (project over 6 months, in a team of 8).
Cars destroyer - 2013
Technologies: C++, OpenGl
School Project: A 3d game where the gameplay is as subtle as the name.
Google Chrome Extensions - 2013
Technologies: JavaScript, Dart, Json
Personal Project: Some astonishing extensions to make internet a better place.
Drawing Editor - 2012
Technologies: Java, Swing
School Project: MS Paint pales in comparison with this graphics editor developped with Java.
48 Hour Film Project - 2012
Technologies: Piano, Logic Studio
Personal Project: Musical composition for a short film in the context of an amateur film contest.
Vocab++ - 2011
Technologies: C++, Qt, RegExp
Personal Project: I did develop this software to help me learn foreign vocabulary in a smarter way (it ask first the questions where the user often make mistake + other features).
Mobile Robot - 2011
Technologies: C++, Arduino
Personal Project: The prototype of our own google cars, which can follow a line on the ground and avoid obstacles. I developped it with friends and was in charge of the code part (demo).
Hydrogen Cars Website - 2010
Technologies: xHtml, CSS
School Project: A website made for an academic project. Still online here.
RPG - 2009
Technologies: C++, SFML
Personal Project: A 2D game engine developped in C++ with the SFML (Yes, I also did the graphics).
Space Battle - 2008
Technologies: C, SDL
Personal Project: A very simple scrolling shooter. It was my first "real" project, made during my high school years.
Contact Me
Don't hesitate to contact me if you want more information.