UniDataPro/fire-and-smoke-dataset

Fire Detection Dataset - 85 videos

The dataset comprises 85 videos containing fire and smoke scenes, varying in length and content. Each video frame is annotated with bounding boxes that localize instances of fire and smoke, making it a comprehensive resource for fire monitoring, wildfire detection, and real-time monitoring systems. Designed to support detection systems, deep learning, and model training, this dataset is essential for improving fire management, early detection, and fire safety applications.

By leveraging this dataset, researchers and developers can enhance detection algorithms, train machine learning models, and improve accuracy in identifying fire events, smoke detection, and burnt areas under diverse environmental conditions.- Get the data

Each video sequence has been meticulously annotated by experts with precise bounding boxes that accurately localize all visible instances of fire and smoke throughout the frames.

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Researchers working on early warning systems will find the extensive footage of incipient fire stages especially valuable. Supports creation of fire prevention systems by analyzing fire behavior in different contexts.

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