A merged, deduplicated, and augmented dataset for real-time wildfire detection (fire and smoke) from CCTV/surveillance cameras. Built to train YOLOv8m for early-stage fire detection.

	Classes

ID Name

0 fire

1 smoke

	Dataset Statistics

Split Images

Train ~10,929

Validation ~3,000

Test ~1,500

	Sources

Dataset Source Notes

D-Fire Kaggle Class IDs remapped:… See the full description on the dataset page: https://huggingface.co/datasets/baizhanquan/FireDetectionDataset-flame-forest-flameye-wildfire.