DIPC Community Seminars: Bioimage analysis in the era of deep learning
DIPC Seminars
- Speaker
-
Ignacio Arganda-Carreras, UPV/EHU, Ikerbasque, DIPC, Biofisika Institute
- When
-
2023/01/19
13:00 - Place
- Hybrid Seminar: Donostia International Physics Center
- Add to calendar
-
iCal
**DIPC Community Seminars**
Deep learning has revolutionized many fields in recent years, including
bioimage analysis. In this talk, we will provide an introduction to deep
learning and its applications in computer vision, with a focus on bioimage
analysis. We will cover the basics of deep learning and explain how it can be
used to analyze and interpret biological images. In the latter part of the
talk, we will introduce BiaPy, an open source Python-based library developed
at the DIPC to facilitate the design, development, and execution of image
processing workflows for bioimage analysis. This library aims to make it
easier for researchers to apply deep learning techniques to their own image
datasets and to build custom image processing pipelines for their specific
needs. Overall, this talk will provide an overview of the current state of the
art in deep learning for bioimage analysis and introduce a new tool for
researchers in this field.