Dataset Card for SatFire 🔥🛰️

Dataset Summary

SatFire is a high-resolution multispectral remote sensing dataset designed for active wildfire classification and segmentation across diverse geographic regions. The dataset provides paired image and pixel-level label data to support both image classification and semantic segmentation tasks, helping advance research in natural disaster detection, wildfire monitoring, and remote sensing applications.

• 🔥 Tasks: Wildfire image classification and segmentation
• 🛰️ Source: Original collection from real satellite multispectral data
• 🌍 Geographic diversity: Includes various terrains and environmental conditions
• 🧾 Format: PNG images (256×256)
• 📂 Structure: Separate train/ and test/ folders, each with data/ and label/ subfolders

Supported Tasks and Leaderboards

• Image Classification: Classify whether the input image contains an active wildfire.
• Semantic Segmentation: Pixel-wise segmentation of wildfire regions in satellite images.