Fire Detection using YOLOv8

Steps to run Code

• Clone the repository

  git clone https://github.com/MuhammadMoinFaisal/FireDetectionYOLOv8.git

• Goto the cloned folder.

  cd FireDetectionYOLOv8

• Install the dependecies

  
  pip install -e '.[dev]'

- Setting the Directory.

cd ultralytics/yolo/v8/detect

- Downloading a Weights from the Google Drive

gdown "https://drive.google.com/uc?id=1dCMIamv2XI7xx8ExWNXswDRBfvHhSKfH&confirm=t"

- Downloading a Sample Video from the Google Drive

gdown "https://drive.google.com/uc?id=1w0SLc5DqdY4s2KRQ9rw944_dx2UwRk5H&confirm=t" gdown "https://drive.google.com/uc?id=1AVDY5a13cGdTd_0Wj1p93_xiFFEBcxIN&confirm=t"

- Run the code with mentioned command below.

!python predict.py model='best.pt' source='forestfire4.mp4'

### RESULTS

#### Fire Detection 
![](./figure1.png)

#### Fire Detection

![](./figure3.png)

### Watch the Complete Step by Step Explanation

- Video Tutorial Link  [`YouTube Link`](https://www.youtube.com/watch?v=hQyG5qf9TB0&t=5s)

[![Watch the Complete Tutorial for the Step by Step Explanation](https://img.youtube.com/vi/hQyG5qf9TB0/0.jpg)]([https://www.youtube.com/watch?v=StTqXEQ2l-Y](https://www.youtube.com/watch?v=hQyG5qf9TB0))