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Fire detection system using YOLO computer vision model for real-time fire identification in video streams with bounding boxes and confidence scoring.

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Mordekai66/fire-detection

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Fire Detection using YOLO

A computer vision project for fire detection in videos using YOLO object detection model.

Features

  • Real-time fire detection in video streams
  • High accuracy with YOLO deep learning model
  • Confidence threshold filtering for reliable detection
  • Visual bounding boxes and confidence percentages

Model

The project uses a custom YOLO model (fire.pt) trained specifically for fire detection.

Results

The system detects fires with confidence scores and draws bounding boxes around detected fire regions. image

Installation

  1. Clone the repository:

  2. Install dependencies:

pip install -r requirements.txt
  1. Run the app:
python Fire detection.py

License

This project is licensed under the MIT License - see the LICENSE file for details.

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Fire detection system using YOLO computer vision model for real-time fire identification in video streams with bounding boxes and confidence scoring.

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