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Flare

A React Native mobile application that analyzes the victim density from drone/bird-eye viewed images using deep learning. The app utilizes a convolutional neural network to predict a victim density based on an aerial-view image.

Devpost

https://devpost.com/software/flare-e1ljfz

Developers

  • Pravat Bhusal (Deep Learning and Full-stack Developer)
  • Michael Kasman (Deep Learning and Server-side Developer)
  • Fronrich Puno (Front-end Developer)
  • Mustafa Amir (UI/UX Designer)

Technologies

  • React Native
  • Python 3.0+
  • Flask
  • Tensorflow 1.14.0
  • Google Maps API

Server-Side

We utilized Flask for the server-side. Inside the server directory, run python server.py to start the server.

Client-Side

We utilized React Native for the client-side. To connnect the client to the server-side, inside the screens/Map.js, change the IP Address inside of the String http://172.20.10.5:5000/predict_density to the IPV4 Address of the server you're using.

Finally, run npm install then npm start in the root directory to start the Expo React Native client.