This repository contains the backend api for our undergraduate thesis project entitled: "ScolioVis: Automated Cobb Angle Measurement on Anterior-Posterior Spine X-Rays using Multi-Instance Keypoint Detection with Keypoint RCNN".
A live demo is available on https://scoliovis.app
For more information on the whole project go to blankeos/scoliovis.
- Python
- FastAPI
- OpenCV
- PyTorch
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Clone repo
> git clone https://github.com/blankeos/scoliovis-api.git > cd scoliovis-api
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Create a virtual environment
> python -m venv venv -
Activate virtual environment
> venv\Scripts\activate # windows > source venv/Scripts/activate # bash/mac
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Install dependencies
> pip install -r requirements.txt -
Download the model keypointsrcnn_weights.pt and put inside /models
- Download here: scoliovis-training/releases/keypointsrcnn_weights.pt
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Run the server
> uvicorn main:app