/human-vasculature-segmentation

Project based on Kaggle competition "HuBMAP - Hacking the Human Vasculature"

Primary LanguageJupyter Notebook

human-vasculature-segmentation

This project is part of the Kaggle competition HuBMAP - Hacking the Human Vasculature

histology_image

Description

⚠️ Code is currently being refactored ⚠️

The goal of this competition is to segment instances of microvascular structures, including capillaries, arterioles, and venules.

This work implements and trains a UNet architecture to solve the task.

Getting Started

For the time being, refer to the Jupyter noteboook to see a U-Net implementation and training to solve this problem:

Authors

  • Lucia Urcelay Ganzabal