2018 Data Science bowl challenge to identify cell nuclei in images for medical research: https://www.kaggle.com/c/data-science-bowl-2018
Before running code, download and extract all data from:
https://www.kaggle.com/c/data-science-bowl-2018/data
- meshnet_v17.ipynb - an implementation of a MeshNet approach. This approach was chosen to reduce computational requirements.
- A variety of other notebooks are in Archive
- augmesh_v1_colab.ipynb
- unet_google_colab.ipynb - an implemntation of a U-net approach
These are example notebooks taken from Kaggle:
- opencv_approach.ipynb - an example of a non-ML approach.
- stock_unet.ipynb - A standard U-Net approach with explanation