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Soy Sauce's Projects

backend icon backend

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

geojson icon geojson

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

tf-crash-severity icon tf-crash-severity

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

transform-scripts icon transform-scripts

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

web-app icon web-app

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

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