This study evaluates YOLOv12 using a globally sourced traffic dataset that includes varied weather conditions, lighting scenarios, and geographic locations. The model demonstrates strong performance ...

This Python code implements real-time object detection using the Single Shot MultiBox Detector (SSD) MobileNet v3 model and OpenCV. It can identify and visualize objects from a predefined set of ...

Object-Detection using OpenCV OpenCV contains methods that can accept object detection weight/config files for a range of different object detection models. OpenCV can output confidence threshold and ...

The paper has covered topics ranging from how artificial intelligence and machine learning algorithms help in object detection to how OpenCV is such a useful tool for beginners who wish to learn how ...