deep-learning ZooCAM Challenge First-place solution for a large-scale plankton image classification challenge. machine-learning Age Prediction from Voice Audio machine learning pipeline for speaker age prediction. Unsupervised Learning - Spectral Clustering MATLAB implementation of spectral clustering for non-linearly separable datasets. robotics Squadra Corse Perception and Computer Vision LiDAR-based odometry and real-time localization for autonomous racing. CXSOM RL - Vertical Rocket Control Self-organizing maps for predictive control of a vertical rocket. Robot Learning Laboratory assignments on machine learning and reinforcement learning for robotics. Advanced C++ Laboratories and projects from the Advanced C++ course at CentraleSupélec. optimization Dynamic Pricing (ATO Model) Stochastic optimization for Assemble-to-Order dynamic pricing. DL for Numerical Optimization Numerical optimization experiments on complex non-convex functions. computer-vision 6D Pose Estimation Deep learning pipeline for RGB-D object pose estimation. Face Recognition Systems Face recognition system based on dimensionality reduction and classification. data-analysis Behavioral Profiling Analysis Unsupervised learning for behavioral survey analysis.
