https://github.com/MuhammadMoinFaisal/FireDetectionYOLOv8

Fire Detection using YOLOv8
https://github.com/MuhammadMoinFaisal/FireDetectionYOLOv8

firedetection object-detection opencv opencv-library opencv-python pytorch yolo yolov8

Last synced: 12 days ago
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Fire Detection using YOLOv8

• Host: GitHub
• URL: https://github.com/MuhammadMoinFaisal/FireDetectionYOLOv8
• Owner: MuhammadMoinFaisal
• Created: 2023-02-01T13:47:04.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-02-01T16:53:26.000Z (over 1 year ago)
• Last Synced: 2024-02-29T10:33:50.023Z (4 months ago)
• Topics: firedetection, object-detection, opencv, opencv-library, opencv-python, pytorch, yolo, yolov8
• Language: Python
• Homepage:
• Size: 10.8 MB
• Stars: 80
• Watchers: 4
• Forks: 25
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md

Lists

• awesome-yolo-object-detection - MuhammadMoinFaisal/FireDetectionYOLOv8

README

        
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))