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AWS Disaster Response Hackathon

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Filter submissions

Which phases of the disaster life cycle does your project target?
What type of machine learning algorithm have you applied?
DisaVu
DisaVu

DisaVu is a disaster response solution that helps direct relief resources to where they are needed most using a sophisticated machine learning approach.

Winner Winner
Stephen Mott Rico A. Beti
5 1
Thunderstorm Prediction using ML
Thunderstorm Prediction using ML

By finding correlations between the atmospheric conditions at the time of the lightning strike, we were able to predict the occurrence of lightning and thunderstorms.

Winner Winner
Ritesh Kumar Aksa Thomas Dr Ashutosh Misra Ram Sateesh Pasupuleti + 2
14 3
Wildfire Mitigation: Computer Vision ID of Hazard Fuels
Wildfire Mitigation: Computer Vision ID of Hazard Fuels

To aid land managers in quickly identifying and responding to tree disease and mortality, we developed a computer vision model to ID diseased and dead trees from open-source available Landsat data.

Winner Winner
Alex Farach Jessica Young Ben Ortiz Marjorie Willner + 8
4 0
AI Wonder girls: Disaster Response Assistant
AI Wonder girls: Disaster Response Assistant

And all women team doing AI for social good, one project at a time

Winner Winner
nishrin kachwala Suganthi Giridharan Tatiana Goussarova Rosana de Oliveira Gomes + 1
19 0
Migratory Birds for Earthquake Forecasting
Migratory Birds for Earthquake Forecasting

Migratory birds are magneto-receptive. Geomagnetic changes are generated a few days prior to earthquakes. We believe that feeding a BLSTM with White Stork behaviour can lead to earthquake prediction.

Winner Winner
Marco Fernandez ojasviG Gupta Sinan Robillard
7 2
Soteria
Soteria

Use Machine Learning with satellite imagery to map natural disaster impacts for faster emergency response.

Winner Winner
Samuel Tang Jerry Chong
6 1
Global fire spread prediction system
Global fire spread prediction system

The tech team at Satellite Vu applied our knowledge of wildfires, satellite imagery and machine learning to demonstrate a fire spread prediction system which could be applied globally

Winner Winner
Maria Ghironi James O'Connor Tianran Zhang Patrick Talon + 5
7 0
SAATHI- The Saviour
SAATHI- The Saviour

SAATHI is your friend, your saviour, and your companion to help you predict flood beforehand,

Om krishna Yadav Rithuraj Nambiar Kanika Gulyani Mukul Agrawal + 1
6 1
The preservation of the environment
The preservation of the environment

The preservation of the environment

Sanae Nhari
1 0
California Wildfires
California Wildfires

Predict California wildfires with Sagemaker-based LightGBM AI model. Visualize California wildfire history and predictions with Amplify Geo for AWS Amplify.

Sudhir Kshirsagar Jacob Specht Deven Mistry Steve Mylroie
1 0
Flood response tool
Flood response tool

A tool for identifying areas affected by flooding using ML and assessing the impact over a map-based UI.

Kennedy Nganga
1 1
Quaker
Quaker

We can't stop the earthquake, but we can minimize the damage .

Nikita Chauhan
2 0
AI DEWS
AI DEWS

Disaster early response application

0 0
Forrus
Forrus

Forrus is an AIoT device powered by TigerGraph and AWS EC2 DL1 for real-time alerts for wildfire mitigation.

Tanishq Jaiswal
0 0
Floodie
Floodie

Floodie is an application that leverages aerial surveillance to aid emergency response teams to properly direct efforts for fast and efficient recovery.

Mohammad Hamdaan Punitharaj-s S
4 0
Ignis - Wildfire Prediction
Ignis - Wildfire Prediction

Predict the occurrence of wildfires based on remote sensing data from MODIS (Moderate Resolution Imaging Spectroradiometer), an instrument carried on board the NASA's Terra platform.

Rairo Mukamuri
0 0
Disaster damage assessment from social media image
Disaster damage assessment from social media image

Our team proposed to build a computer vision app allowing users to take social media disaster images of a building, road or bridge and automatically classify the damage as : severe, mild or no damage.

Paraison Gérard Jimmy Mayer Antoine
1 0
WildSat
WildSat

WildSat employs machine learning to provide cheap,fast and reliable wildfire detection system.

2 0
Disaster Atlas
Disaster Atlas

A mobile app designed to inform users about natural disasters, offer an optimal route toward safety, and spark action by encouraging users to donate to causes in need.

Kori Skeffington Shrikant Kakaraparthi Rohit Jain Romeo Radanyi + 2
7 0
Urban Heat Release
Urban Heat Release

Take action to get a little reduction in heat

Tanisha Banik CHANCY SHAH
0 0
Inferno Detection
Inferno Detection

Predicting the wildfire

Shankar  R Vaishak Vaishak Saravanan P Aadarsh Kannan + 1
1 1
Wildfire prediction
Wildfire prediction

Predict future wildfires with Visual Transformers. This tool finds past wildfires, crops pre-fire satellite images, and creates a dataset of locations that will be burned after the image is taken.

Javier Campos
2 0
Sage2therescue!
Sage2therescue!

Engineering Rescue Services To The Right Places

Sarthak Shastri Vedant Rishi Das Aman Priyanshu Harsh Rathod
7 0
NLP for improved humanitarian response & analysis
NLP for improved humanitarian response & analysis

theDEEP - a quantum leap for Digital Humanitarians

Ximena Contla Selim Fekih Abdullah Al Nahas Ranjan Shrestha + 1
1 0

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