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

• Video Tutorial Link YouTube Link