Data-Science-Bowl-2018

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

Table of Contents

For Local Use

• 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

For Use on Google Collab

• augmesh_v1_colab.ipynb
• unet_google_colab.ipynb - an implemntation of a U-net approach

From Kaggle

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