In this project, we will focus on MLOps by developing an image segmentation system for CT scans and brain MRIs specifically aimed at detecting brain tumors. The goal of this project is to assist medical practitioners in easily identifying brain tumors, including their size and location within the brain. With our system, doctors will simply need to upload the scans, and they will receive an output image highlighting the areas affected by the tumors.
- Clone the GitHub repository
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git clone https://github.com/Ignatiusboadi/medicalsegmentation.git cd fmedicalsegmentation
- Create a virtual environment
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virtualenv venv source venv/bin/activate
- Install the required packages
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pip install -r requirements.txt
- To run the backend locally, run the folllowing line of code
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uvicorn main:app --reload
This project is licensed under the MIT License. Please read the License file for more information.