This research aims to develop an anti-traffic violation detection system by utilizing a combination of YOLOV8 algorithm used to detect vehicles from traffic video footage and SVM used to classify the violation level into three categories: low, medium, and high. The dataset used consists of 7,412 vehicle images for the YOLO model. For SVM, a reference table of 160 rows will be provided as traini…
There are several previous studies which are the background for the author in formulating problems related to the prototype power supply system for solar cellbased plant monitoring tools, the final results of which will be sent to the computer wirelessly and the battery charging settings will be set and the results will be displayed via the web so that the tool can work. In accordance with the …