gengyanlei/fire-smoke-detect-yolov4 resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1481 stars · 326 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A fire and smoke detection project providing YOLOv4/YOLOv5 detection models plus an accompanying fire-smoke detection dataset. The code is no longer updated; the author recommends retraining detection models directly with the dataset.

Use cases

• detect fire and smoke in images or video
• train a YOLOv4 or YOLOv5 fire smoke detector
• find a fire smoke detection dataset for object detection
• build early fire warning with camera feeds
• retrain a fire detection model on labeled fire and smoke data

When to choose

• you need labeled fire and smoke images to train a custom detector
• you want a ready YOLOv4/YOLOv5 baseline for fire smoke detection
• you work in PyTorch or Darknet and need fire safety vision data

When to avoid

• you need actively maintained detection code or support
• you need non-YOLO architectures or segmentation
• you expect the repository code to keep updating

Facets

dataset · maturity maintenance

computer-vision machine-learning deep-learning image-processing computer-vision deep-learning machine-learning python cross-platform object-detection yolov4 yolov5 pytorch darknet fire-detection smoke-detection dataset safety-monitoring gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="gengyanlei/fire-smoke-detect-yolov4")