https://github.com/gurveervirk/wildfire-detection-in-satellite-image-vit

Finetuned Google's ViT base for wildfire detection
https://github.com/gurveervirk/wildfire-detection-in-satellite-image-vit

ai google llm react vision-transformer wildfire-detection

Last synced: 12 days ago
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Finetuned Google's ViT base for wildfire detection

• Host: GitHub
• URL: https://github.com/gurveervirk/wildfire-detection-in-satellite-image-vit
• Owner: gurveervirk
• Created: 2024-03-20T03:46:05.000Z (10 months ago)
• Default Branch: master
• Last Pushed: 2024-04-03T15:18:12.000Z (9 months ago)
• Last Synced: 2024-11-06T02:12:39.937Z (2 months ago)
• Topics: ai, google, llm, react, vision-transformer, wildfire-detection
• Language: JavaScript
• Homepage:
• Size: 14.4 MB
• Stars: 1
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Wildfire detection in satellite images using Google's ViT-base

This project aims to:

- Create a model that can reliably detect wildfires in satellite images

- Compare different models in this task and find the best one

- Integrate with a website that incorporates:

  - Taking a satellite image as input and giving an output "fire" or "no fire"

  - Taking a snapshot from the satellite map and passing it to the model for widlfire detection

  - Automatic monitoring of a region which takes fixed size (level) snapshots of a region on the map, until stopped

 

The datasets and the code used to train the model are available [here](https://www.kaggle.com/code/gurveersinghvirk/fire-detection-vit).