Skip to content
Omdena

Local Chapter project

Developing AI Solutions for Bushfire Disaster Assistance and Emergency Relief

Machine Learning
Start date
August 21, 2023
Finish date
October 1, 2023
Project status
completed
Developing AI Solutions for Bushfire Disaster Assistance and Emergency Relief

Challenge background

In the case of Australia, bushfires are one of the major disastrous events. So we can implement it for the disaster management system for bushfires. We need to provide emergency relief for the effects.

The problem

Developing AI solutions for bushfire disaster assistance and emergency relief.

Goal of the project

  • To collect and curate the data.
  • Feature engineering.
  • To develop the initial machine-learning model.
  • Evaluate the model.
  • Improve the model with more curated data.
  • Identify the significant areas that need monitoring and more relief activities in time.

Project timeline

  1. 1

    Week 1

    Data collection

  2. 2

    Week 2

    Data curation and feature engineering

  3. 3

    Week 3

    Develop ML model

  4. 4

    Week 4

    Evaluate and retrain the model with more data

Get involved

What to expect from a Local Chapter project

First project

  • Welcomes beginners and experienced practitioners.
  • Focuses on education and collaborative delivery.
  • Produces open-source project work.

Benefits

  • Address a significant real-world problem with your skills.
  • Build your project portfolio.
  • Demonstrate your work to organizations and project partners.

Requirements

  • Working English communication.
  • A learning mindset.
  • Commitment to collaborative project work.

This challenge is hosted by

Other Local Chapter projects