richardxuyixuan / covid_detector

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if2020-stack-underflow

Covid-19 Lung CT Scan auto-diagnostic model

Data set

The dataset used is Mosmed COVID-19 CT Scans

Models

Resnet-18 for classification and modified U-net for segmentation

Performance

Classification: 90.0%

how to run

To install all dependencies used in python notebook, run: pip install -e .

We recommend running the notebook files using Google Colab

hackathon description

To learn more about our team and the project, please refer to Stack-Underflow Desciprtion

About


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Language:Jupyter Notebook 84.7%Language:JavaScript 5.5%Language:HTML 4.3%Language:Python 3.6%Language:CSS 1.8%