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TAHIR0110 / ThereForYou

ThereForYou: Your mental health ally. Kai, our AI assistant, offers compassionate support. Track your mood trends, find solace in a secure community, and access crisis resources swiftly. We're here to empower your journey towards improved well-being, leveraging technology for a brighter tomorrow.
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💡[Feature]: Forest Fire Prediction using Satellite Imagery and Machine Learning #353

Open Aditi22Bansal opened 1 month ago

Aditi22Bansal commented 1 month ago

Is there an existing issue for this?

Feature Description

Data Collection Satellite Imagery: Obtain satellite imagery from sources such as NASA’s MODIS (Moderate Resolution Imaging Spectroradiometer) or Sentinel-2 data from the Copernicus program. Environmental Data: Collect supplementary data like temperature, humidity, wind speed, and vegetation index (NDVI). Historical Fire Data: Gather historical data on forest fires to train the model.

Use Case

Feature Extraction Image Features: Use techniques like image segmentation to identify areas of interest in satellite images. Environmental Features: Extract key indicators like high temperature, low humidity, or dry vegetation that are associated with forest fires.

Benefits

No response

Add ScreenShots

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Priority

High

Record

Aditi22Bansal commented 1 month ago

@TAHIR0110 @Avdhesh-Varshney Kindly assign me this issue