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Dataset assetOpen Source CommunityImage RecognitionFire Detection
fire_dataset
This dataset includes videos and images collected from YouTube and web crawlers, comprising fire and non-fire data. The non-fire video dataset includes chimney smoke, sunsets, and clouds. The fire video dataset includes flames, smoke, and fires. The fire image dataset includes fire and non-fire images.
Source
github
Created
Aug 21, 2019
Updated
Feb 29, 2024
Signals
252 views
Availability
Linked source ready
Overview
Dataset description and usage context
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.
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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.
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