Skip to content

Collection of teaching material for deep learning for (biomedical) image analysis

License

Notifications You must be signed in to change notification settings

constantinpape/dl-teaching-resources

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

17 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

dl-teaching-resources

Collection of teaching material for deep learning for (biomedical) image analysis.

This repository contains a collection of jupyter notebooks with exercises that can be re-used for courses. Currently:

  • exercises/classification contains exercises for image classification.

Getting Started

  • Create a conda environment with the necessary dependencies
    • conda env create -f environment-gpu.yaml (use environment.yaml instead of you don't need gpu support)
  • Try the first notebook
    • Activate the conda env: conda activate dl-image-gpu
    • Start jupyter: jupyter notebook
    • Open and run the notebook at exerceises/classification/1_data_preparation.ipynb

About

Collection of teaching material for deep learning for (biomedical) image analysis

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published