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e1250/
safety_detection

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Safety Detection

A fine-tuned YOLO model for detecting fire and smoke in images and video streams, built for real-time safety monitoring.

ID	Label
0	fire
1	smoke

Fine-tuned on the Home Fire Dataset from Kaggle.

python

from ultralytics import YOLO

model = YOLO("path/to/model.pt")
results = model("image.jpg")

Trained on home fire scenarios — performance may degrade in industrial or outdoor environments
Detection confidence decreases at stricter IoU thresholds (mAP@50-95: 0.626)
Not validated for production safety-critical systems without further testing