Skip to content

AIForFireManagement Using TensorFlow Lite with Firebase

License

Notifications You must be signed in to change notification settings

Kapil706/AIForFireManagement

Repository files navigation

AIForFireManagement

The record-breaking wildfires across the world is creating a big problem. Some of these fires burned thousands of acres of land and destroyed hundreds of homes and buildings. Additionally, smoke from the fire creates issues related to poor air quality, raising health concerns for people not just in the vicinity of the fire, but at distances hundreds of miles away.

SpotThatFire application solves the problem using crowdsourcing power. Individual citizens who care about nature will contribute and benefit from the system. The application will provide a point-based system for registered users which will give extra enthusiasm.

video of Application in .mp4 format present in file system above

What is SpotThatFire?

  • Crowdsourcing platform to detect early wildfires and not only wildfires any natural disaster
  • Contains NASA open data
  • Strong ML to detect possible areas before the fire season, generating heat map and reports
  • Notify locals in the area with instructions

How it works?

SpotThatFire offers mobile apps and only a click you will be able to report a fire. Trained machine learning models filtering photos and allow only photos which fire and smokes to prevent spam. The operation is working on device + on the cloud.From the application, a user can call emergency and get first aid information during the hazard. App also will offer offline sync in near future.

Domain of the platform

AIForFire is intended for media rooms, individual users and government to track every little change in the region. Although this application can be used worldwide. Interested media rooms can subscribe to the service and get information about early incidents 10-15 minutes earlier which will give them the spotlight.

How I built it

  • The application- Firebase Auth, Firebase Storage, Firebase ML Kit, Firebase Firestore, Firebase Cloud Messaging
  • Kotlin
  • MVP arch
  • Retrofit
  • Many other 3rd party apps.

All in one

All in one

All in one

About

AIForFireManagement Using TensorFlow Lite with Firebase

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published