SafetyArt

Object detection for construction sites coupled with master paintings powered by Yolov8.

HOW TO USE

create your environnement & install dependencies

 $ python3 -m virtualenv ~/SafetyArtEnv
 $ source ~/SafetyArtEnv/bin/activate
 $ pip install -r requirements.txt

how to launch

add some pictures in the folder data/ and launch the script.

 $ python3 detect.py

the result will be saved into the folder data/detect/predict*.

Source

• The model come from https://github.com/snehilsanyal/Construction-Site-Safety-PPE-Detection

Build a video with the result

  $ ffmpeg -framerate 1/10 -pattern_type glob -i '*.jpg' -filter_complex "scale=1920:1080:force_original_aspect_ratio=decrease,pad=1920:1080:(ow-iw)/2:(oh-ih)/2" -pix_fmt yuv420p -r 30 outputvideo.mp4