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Damsel-undistressed

People can use ResNet-50 powered calamity prediction software to prepare themselves for upcomming challanges. It serves as a proper platform to volunteer to help and serve our community, donate to the areas affected by natural disaster by just filling a form along with interface to lodge a missing report of people who went missing during the calamity and help then re-unite with their dear ones. The on site mentioned precautions help to spread awareness and the news section keeps people updated about recent disasters.

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Branch Structure

  • main - Readme
  • backend - Source code for Django Rest Fraework and ML
  • frontend - Source code for React

Features

  • ResNet-50 powered 87 % accurate CNN based Calamity prediction model
  • Volunteering enrollment form
  • Razorpay based Donation interface
  • Site to register logs of missing people
  • Display of comman precautions to be taken to avoid disasters
  • News panel to keep user updated

ML Model

WhatsApp Image 2022-04-10 at 11 23 56 AM ec7ad.jpg) WhatsApp Image 2022-04-10 at 11 23 56 AM (1) mod

Feedback

If you have any feedback, please reach out to us at savlajenil480@gmail.com

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