HDR defense of Mr Pejman RASTI2:00 pm | Amphi E| Polytech Angers | 62 avenue Notre dame du Lac 49000 Angers

The July 13, 2023

Subject: Contributions to deep learning for life science application.

Research Director: Monsieur David ROUSSEAU

Abstract

I have discussed various approaches and techniques that we have proposed for computer vision tasks, these include the use of traditional machine learning methods such as feature extraction, as well as newer techniques like deep learning. An important aspect of this research is the problem of annotation, which can be time-consuming and labor-intensive. In response to this issue, we developed tools and methods to address the challenges of image annotation and to make it easier to use annotated data for computer vision tasks.