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1. tf-crash-severity tf-crash-severity Public

   This project aims to predict the crash severity for given road features contained within satellite images.

   Jupyter Notebook 7 1

2. web-app web-app Public

   Crash Severity Prediction, used to predict crash severity using CAS Open Data and Maxar Satellite Imagery

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3. backend backend Public

   Hosting tensorflow keras model using FastAPI. Provide users to upload their own images and call the model to make real time prediction.

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4. transform-scripts transform-scripts Public

   Scripts used to transform our data before importing to jupyter notebook and tensorflow. Mainly used to match our data with satellite imagery

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5. geojson geojson Public

   Map predictions are made beforehand and served statically using this GitHub repo.