ABSTRACT: Road surface defects such as potholes and cracks pose significant risks to traffic safety and vehicle integrity. Traditional inspection methods, including manual surveys and citizen reports, ...

College of Information Science and Technology, Nanjing Forestry University, Nanjing, China Introduction: Wheat is a vital global staple crop, where accurate ear detection and counting are essential ...

In the process of target detection for tomato harvesting robots, there are two primary challenges. First, most existing tomato harvesting robots are limited to fruit detection and recognition, lacking ...

Abstract: Adverse weather conditions significantly impact the performance of autonomous driving object detection systems, leading to reduced detection accuracy and an increased false detection rate.

This project implements a simple yet modular pipeline using Ultralytics YOLOv8 for object detection. It loads a model, runs inference on an input image or video, and prints the detected classes with ...

Ultralytics YOLO11 is a cutting-edge, state-of-the-art (SOTA) model that builds upon the success of previous YOLO versions and introduces new features and improvements to further boost performance and ...