Repositories list

• tf-crash-severity

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

  tensorflowkerassatellite-imagery+ 2xceptioncrash-data

  Jupyter Notebook

  •

  MIT License

  •1•7•0•0•Updated Apr 28, 2021Apr 28, 2021

• web-app

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

  reactmaterial-uisatellite-prediction+ 1crash-data

  JavaScript

  •0•7•0•0•Updated Apr 17, 2021Apr 17, 2021

• 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

  csvgeojsontiff+ 1preprocessing

  Go

  •0•2•0•0•Updated Apr 17, 2021Apr 17, 2021

• backend

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

  pythonfastapitensorflow-model-server+ 1real-time-prediction

  Python

  •1•5•0•0•Updated Apr 17, 2021Apr 17, 2021

• geojson

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

  predictiongeojson-files

  0•0•0•0•Updated Apr 17, 2021Apr 17, 2021