BenjaminLAZARD

Autonomous_Vehicles_Fundamentals

Fundamental algorithms for autonomous vehicles : LIDAR data analysis (Projections), Path finding (Dijkstra algorithm), Traffic Light Detection (color gradients), Object classification (Logistic regression). Labs from the course TA23 taught at NewUni by Cem Karaoguz in 2016.

Mathematical_Optimization_For_Datascience

Mathematical Optimization for data-science: variants of gradient descent algorithms, proximal operators. Labs from NewUni teachers Robert Gower and Alexandre Gramfort)

Capacity_Limits_Optical_Fibers

Practical estimation of the Capacity Limits of Optic Fiber Networks under René Essiambre's assumptions. What's the maximum bit rate of these magic cables ?

Computer_Vision_And_Object_Recognition

Implementation of visual search using Bags of Visual Words with SIFT detectors. Implementation of Neural Networks for object recognition. Labs and final projects from the corresponding ENS Ulm courses by Jean Ponce, Ivan Laptev, and Cordelia Schmidt

SD211

Mathematical Optimisation projects : Recommendation Engine for online move platforms (using Alternating Least Square and Non-negative Matrix Factorization algorithms), Image deblurring, Regularization techniques and Proximal Operators. Labs from the course "SD211" taught at NewUni by Pascal Bianchi and Oliver Fercoq

Probabilistic_Graphical_Models

Graphical Model algorithms: Forward-Backward algorithm for Hidden Markov Models, Expectation-Maximization algorithm for Gaussian Mixture Models Clustering. Labs from the course "Introduction to Probabilistic Graphical Models" taught at NewUni by Umut Simskli

SD210

Kaggle-like data-science challenge at Telecom Paristech: Classify individuals based on their pictures: are they male or female?

Website_Public_Private_Partnerships_BNF

Creating a website around the ethical issues related to the public and private sector partnership created to help the France National Library (BNF) digitalize its collection.

Interviews

SD207

Kaggle-like data-science challenge at Telecom Paristech : Detect ambiance (classroom, countryside, subway, bedside talk, etc.) of audio samples. Features were extracted using MFCC.

Computer_Generated_Holograms

An attempt at creating real-time computer-generated 3D holograms with just a laser beam, an LCD matrix, and a laptop.

Cpp_Set-top_Box

Creating a prototype of a set-top box for TV in C++. The remote is programmed in java. Final Project for NewUni course INF224 "Programming Paradigms" 2016