Nucleus_detection

Automate nucleus detection

Datasets obtained from https://www.kaggle.com/c/data-science-bowl-2018/overview

Project Aim:

Build an algorithm to automate the process of identifying nuclei

Approach -- UNet

reference:
https://arxiv.org/pdf/1505.04597.pdf
https://github.com/milesial/Pytorch-UNet/tree/master/unet

Result

Remove nuclei with small size (possibly debris) and visualize nuclei using multi-channel imaging

Visualize individual detected nucleus