fire_dataset

Dataset Overview

Dataset Composition

• Video Dataset

  • Fire video dataset (1,2,3,4): includes videos containing flames, smoke, and fire‑related scenes.
  • Non‑fire video dataset: includes videos of chimney smoke, sunsets, clouds, and other non‑fire scenes.

• Image Dataset

  • Fire and non‑fire image dataset (1,2,3): includes images of fire and non‑fire scenes.

Data Source

• Data were collected via YouTube and web crawlers, encompassing both fire and non‑fire data.

Evaluation Dataset

• Evaluation dataset link: https://mivia.unisa.it/datasets/video-analysis-datasets/fire-detection-dataset/

Citation

• If using this dataset, please cite: Byoungjun Kim, and Joonwhoan Lee. "A Video‑Based Fire Detection Using Deep Learning Models." Applied Sciences 9.14 (2019): 2862.