Flood and Fire Real Description Generated Synthetic Dataset

Zenodo (CERN European Organization for Nuclear Research) 2026 Dataset Open access

Read full text
Authors: Eleonor Diaz Fragachan, Atos (Spain)
DOI: 10.5281/zenodo.18402718
Cited by: 0

Abstract

Synthetic RGB image dataset depicting 550 images of forest fires and 500 images of floods generated with descriptions of real images with AI methods. This data can be used to train/evaluate fire and floods detection models on RGB images. FireDescription.txt contains the 11 descriptions from real images that were used as a prompt for the fire imagesFloodsDescription.txt contains the 10 descriptions from real images that were usesd as a prompt for the flood images DescriptionDataset/├── FireJPG/ (fire1__00001_.jpg → fire11__00050_.jpg)├── FloodsJPG/ (flood1__00001_.jpg → flood10__00050_.jpg)├── FireDescription.txt└── FloodsDescription.txt

Fields of Study & Subjects

Fire Detection and Safety Systems Remote-Sensing Image Classification Advanced Neural Network Applications

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
28 January 2026
Document type
Dataset