Three Major Processes
Collected images dipicting drowsiness vs awake, stored it in data/ Created labels using the labelImg repository/package
Trained on Google Colab, see DROWSINESS.ipynb, using the famed YOLOv5 a family of object detection architectures and models pretrained on the COCO dataset, and represents Ultralytics open-source research into future vision AI methods, incorporating lessons learned and best practices evolved over thousands of hours of research and development.
Downloaded Model => last.pt
Run in realtime, see realtime_drowsiness.py