CCTV Fire and Smoke Detection Dataset for YOLOv8

Kaggle hosts this computer vision dataset. It likely contains images or video frames from CCTV cameras annotated for fire and smoke detection. The dataset is intended for training the YOLOv8 object detection model.

Use Cases

• Train an object detection model to identify fire in CCTV footage (inferred from domain, verify after download)
• Benchmark the performance of YOLOv8 for fire and smoke detection tasks (inferred from domain, verify after download)
• Develop a real-time safety monitoring system for industrial or public spaces (inferred from domain, verify after download)

Strengths

• Published on Kaggle, a platform with a large community for sharing and discussing datasets.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.