2017 – Tidzam – MIT Medialab
The TidZam project is a sub-component of the Tidmarsh project interested in the documentation of the ecological processes during the restoration of an old cramberry farm to its original state of wetland. Tid’Zam analyses multi-source audio streams in real-time to identify events happening on Tidmarsh, such as bird calls, frogs, or car noise, etc but also bird specimens. Its Deep Learning stack offers an interface to create and improve the different classifier units from a web interface. In addition, its interactive HCI has been designed to provide a training feedback mechanism between users/experts and the neural networks in order to improve knowledge for both the system and the users.
2016 – Real-Time Speaker Identification – MIT Medialab
2016 – Electronic Devil Stick – MIT Medialab
2010 2015 – Project EMMA
The Environment Monitoring and Management Agents (EMMA) project is a middleware to develop distributed Ambient Intelligence for Smart-X environment. It is composed of three pieces of software: a middleware based on Contiki OS to provide easy development solution for connected objects. Some management tools for 6LoWPAN network with SNMP interfaces have been developped for a gateway based on Node.JS. Finally, a set of offline tools have been designed to build and analysis the behaviour of a distributed Artificial Intelligence based on mobile agents.
- 2015 – Thesis project (version 1.5)
Technologies: Middleware Resource Oriented Architecture with CoAP
- 2011 – EDF Internship (version 0.9)
Technologies: Node.JS, Redis, MongoDB, RDF, SparSQL
Documentation: Slide (FR)
- 2010 – EDF Internship (version 0.4)
Technologies: 6LoWPAN, Contiki OS and COOJA Simulator
Download: svn co https://contikiprojects.svn.sourceforge.net/svnroot/contikiprojects/edf.fr/Emma-0.2.1/
2008 – ECE-Velib
This project was initiated to promote the new Paris cycling system Velib. This application can take any map with geographic information GPX. Its analysis generates a mapping matrix to apply Short Path algorithms according to the transport (pedestrian, cycling or else). The user selects the start and finish point by clicking on the map, the path is drawn with different colors according to the transport to use.
Technologies: GTK+ Glade and PThread
2008 – The Market of Life
A funny project to simulate a trading market. A set of IA buys and sells their action according to different strategies. The goal of this application is to evaluate the different strategy repartition which maintain the market stabilized.
2007 – Mouse Controller by Computer Vision
This project was initiated to improve the Computer/Human interfaces by providing a mouse auto-pointing according to user look. The system calculates by triangulation between the eyes, the mouse and the noise to determine head orientation in a cylindrical space in order to project the look onto screen. There are two operating mode illustrated below: joystick mode and projecting mode. The software auto-adjusts the brightness and contrast according to ambient light.
Technologies: OpenCV, X Server, GTK+ Glade and PThread
2006 – Electronic Devil Stick
The Devil Stick is a juggling instrument which is composed of three sticks. The master one is kept it up by the two other ones by strike on it. Therefore the master has to be robust and light to resist to impacts with the other sticks and the floor. This project allows the devil stick to be programmed through a wireless communication to play programs of color leds. It can store 10 programs of 128 combinations of 8 BGR leds. A software is provided to design and simulate such programs.
Technologies: Microcontroler, IEEE 802.15.4, GTK +
Documentation: git clone http://git.duhart-clement.fr:4223/emma/dvs.wiki.git
Download: git clone http://git.duhart-clement.fr:4223/emma/dvs.git