Ingénieur Civil des Mines de Paris – Mines ParisTech
Artificial intelligence for the analysis of label-free microscopy.
Deep learning algorithms outperform traditional methods for common image analysis tasks, with powerful architectures that have been developed recently. The goal of this PhD is to leverage these algorithms to provide tools for biologists in order to help them in their studies. Such deep learning methods will help them save time, avoid tedious annotation or simplify their experiments in their daily studies.