This is a repo for CS205 final project on nuclei image segmentation. You can find the presentation slides under this home directory.
The dataset is in data.zip file, which has a simplified folder structure compared to the raw format on Kaggle.
We implemented and parallelized three models for nuclei segmentation: Boruvka's Algorithm, Otsu's Method and UNet.
The folders boruvka, otsu and unet contain the corresponding implementations.
Here are some example outputs or the three methods:
Please visit our website for a detailed description here.