| KEYWORD |
Microelectronics
Synthetic dataset for face recognition
Tesi esterna in azienda
Parole chiave IMAGE ANALYSIS, MACHINE LEARNING
Riferimenti LUCIANO LAVAGNO
Riferimenti esterni Marcello Babbi, Reply Torino
Gruppi di ricerca Microelectronics
Tipo tesi APPLIED RESEARCH
Descrizione The goal of the thesis is to enhance privacy and security in face recognition through synthetic dataset generation, leveraging generative AI techniques
Thesis activities:
- state of the art literature review
- generative model selection
- data preprocessing and feature engineering
- training and fine-tuning of generative models
- quality assessment via face recognition on a real dataset
Conoscenze richieste Python programming, some knowledge of Machine Learning, image processing
Useful knowledge: OpenCV, C/C++, Python, Tensorflow, Pytorch
Scadenza validita proposta 27/09/2025
PROPONI LA TUA CANDIDATURA