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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

Fire Detection

Watch the Complete Step by Step Explanation

Watch the Complete Tutorial for the Step by Step Explanation