luciaurcelay / human-vasculature-segmentation

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

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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

About

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


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Language:Jupyter Notebook 88.2%Language:Python 11.8%