Dataset · Hugging Face

ckyrkou/MultiFire20K

Name: MultiFire20K
Creator: ckyrkou
License: cc-by-4.0
Keywords: task_categories:image-segmentation, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:imagefolder, modality:image, library:datasets, library:mlcroissant, region:us, fire, aerial

MultiFire20K Dataset Overview MultiFire20K is a UAV-based dataset for fire monitoring, designed for image classification, segmentation, and multi-task learning. It contains 20,500 images extracted from 67 UAV videos captured across diverse urban and rural environments worldwide. Statistics Split Images Train 14,350 Validation 3,075 Test 3,075 Total 20,500 Classes Fire Normal Environment Types… See the full description on the dataset page: https://huggingface.co/datasets/ckyrkou/MultiFire20K.

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Author / organization	ckyrkou
License (as declared)	cc-by-4.0
Downloads	289 (as reported by Hugging Face)
Likes	0
Created	17 August 2026
Last updated at source	11 October 2026

fireaerial

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