YOLOv12, the latest model in the YOLO series, introduces architectural improvements such as attention-based mechanisms and efficient layer aggregation, enabling it to overcome limitations related to ...

This project implements real-time object detection using the YOLOv5 model and integrates a speech functionality to announce detected objects. The system uses a webcam to capture video frames, detects ...

Learn how to set up YOLO object detection on Raspberry Pi AI HAT. Step-by-step guide for hardware, software, and real-world applications.

This project implements a real time object detection via video, webcam and image detection using YOLO algorithm. YOLO is a object detection algorithm which stand for You Only Look Once. I've ...

Object detection has been a fundamental challenge in the computer vision industry, with applications in robotics, image understanding, autonomous vehicles, and image recognition. In recent years, ...

The most essential function for fully automated driving is object recognition, as the car has to avoid obstacles. However currently, applying the technology can be challenging as they cost a lot of ...