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Do you want to detect fire using cameras or you want to replace those expensive smoke detectors and use cameras to detect fire. Well, I have created a fire detection model which can detect fire using YOLOV5. So, feel free to use it.

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Msparihar/Fire-Detection-using-YoloV5

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Fire Detection Using YOLOV5

This project explores the creative use of the YOLOv5 model, pushing its boundaries beyond object detection to tackle the critical challenge of fire identification.

Overview

This project is a user-friendly web application that leverages YoloV5 to identify fire in images or videos accurately. With a deep learning model trained on a dataset of 10,000+ images, this project highlights the practical side of using AI in the real world.

Features

The Fire Detection project offers the following features:

  1. Fire Detection:

  2. User-friendly Interface:

Demo

fire

Interface

Sample output on Images

Installation

To run this Fire Detection project locally, follow these steps:

  1. Clone the Repository:

      git clone https:/Msparihar/Fire-Detection-using-YoloV5.git
  2. Install the required dependencies:

    pip install -r requirements.txt
  3. Run the App:

    python main.py

Contribution

Contributions to the Fire Detection project are welcome! If you'd like to contribute, please follow these steps:

  1. Fork the repository on GitHub.

  2. Create a new branch from the main branch.

  3. Make your modifications and enhancements.

  4. Test your changes thoroughly.

  5. Commit and push your changes to your forked repository.

  6. Submit a pull request to the main repository, describing your changes in detail.

Please ensure your contributions adhere to the project's coding standards and guidelines.

Acknowledgments

The Fire Detection project is built upon various open-source libraries and resources. I would like to express my gratitude to the developers and contributors of the following projects:

License

This project is licensed under the MIT License. Feel free to modify and distribute it according to the terms of the license.

Contact

If you have any questions, suggestions, or feedback regarding this project, please contact the project maintainer at [email protected]


I really appreciate your interest in this project and hope you found this project helpful! Keep Exploring!

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Do you want to detect fire using cameras or you want to replace those expensive smoke detectors and use cameras to detect fire. Well, I have created a fire detection model which can detect fire using YOLOV5. So, feel free to use it.

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