A drowsiness detection based on YOLOv5 implementation
This repository consists of a drowsiness detection based on YOLOv5 implementation. You can reach the base repo here
1. Prepared Custom Data Set
A custom data set was prepared for this project. Videos were taken from 21 different people in scenarios that could happen while driving. Three different categories were discussed in these videos: normal, yawning and head position. Various light conditions and the use of glasses were taken into account. A total of 63 videos were obtained and labeling was done according to the method to be used.
2. Labeling Phase
The LabelImg program can be used for labeling in projects where the object detection method is used. Supports PASCAL VOC , YOLO and CreateML formats. Since training is done with Yolov5 in this project, the data