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Wildfire predictions 🔥🌳🛰️🪄

Open in SageMaker Studio Lab

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

This dataset is then used to train a neural network. This neural network will try to classify satellite images between "potential future fire location" and "no future fire location".

The objective is to be ready for the response to disasters, thanks to the fact that the most potentially fire-prone places will be known in advance.

upload file and predict

Interactive map

Fullscreen map

Generating dataset with crops pre-fire places automatically

before fire vs before no fire

You can predict from Latitude/Longitude clicking on map

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Predict future wildfires with Vision Transformer (ViT) and Sentinel Satellite Imagery.

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