Name: Deep Learning for Image Analysis
Start: 2025-06-02T09:00:00+02:00
End: 2025-06-06T17:00:00+02:00
Location: European Neuroscience Institute Göttingen

Deep Learning for Image Analysis

from Monday 2 June 2025 (09:00) to Friday 6 June 2025 (17:00)

Monday 2 June 2025
09:00 Lecture and getting started
Lecture and getting started
09:00 - 12:00
Contributions

09:00 Lecture: Intro to DL for microscopy, classification and PyTorch

10:30 Getting started
12:00 Lunch
Lunch
12:00 - 12:45
12:45
12:45 - 17:00
Contributions

12:45 First exercise: Cell classification

16:15 Recap first exercise
Tuesday 3 June 2025
09:00
09:00 - 12:00
Contributions

09:00 Lecture: Semantic & Instance Segmentation (U-Net, StarDist, cellpose), pretrained models, denoising

10:45 Intro to exercises for Nucleus and Cell segmentation
12:00 Lunch
Lunch
12:00 - 12:45

12:45

12:45 - 17:00
Wednesday 4 June 2025
09:00
09:00 - 12:00
Contributions

09:00 Lecture: T Transfer Learning & Instance Segmentation: CellPose. Data Annotation: Segment Anything. Other tools for DL in microscopy.

10:30 Work on third exercise
12:00 Lunch break
Lunch break
12:00 - 12:45
12:45
12:45 - 17:00
Contributions

12:45 Third and fourth exercise
Thursday 5 June 2025
Friday 6 June 2025

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