salomepx's Projects
Study of an article in the context of the course "Data anonymization and privacy". About t-closeness, l-diversity and k-anonymity. Implementation of the associated code.
Recognition and classification of 40 000 bird images among 260 bird species. Application of MLP, CNN, Transfer Learning, feature extraction methods to apply SVM, Random Forest, KNN and SGD on the data.
Developed a recommendation system with matrix factorization. Applied gradient descent, Alternative Least-Squared, SVD and clustering.
This repository includes the official project of Mask Guided (MG) Matting, presented in our paper: Mask Guided Matting via Progressive Refinement Network
Config files for my GitHub profile.
Creation of a voice activity detector
Developed methods of translation with MUSE embedding dataset (Meta). Used supervised and unsupervised approaches : Linear, Procrustes, and SGD with orthogonality constraints. Used Generative Adversarial Networks with refinement.