Explore Ultralytics YOLOv8 - Ultralytics YOLO Docs
Apr 1, 2025 · What is YOLOv8 and how does it differ from previous YOLO versions? How can I use YOLOv8 for different computer vision tasks? What are the performance metrics for YOLOv8 models?
Home - Ultralytics YOLO Docs
Apr 14, 2025 · Ultralytics YOLO is the latest advancement in the acclaimed YOLO (You Only Look Once) series for real-time object detection and image segmentation. It builds on previous versions by introducing new features and improvements for …
Ultralytics YOLOv8 살펴보기 - Ultralytics YOLO 문서
yolov8 이란 무엇이며 이전 yolo 버전과 어떻게 다른가요? YOLOv8 는 고급 기능으로 실시간 물체 감지 성능을 개선하도록 설계된 Ultralytics YOLO 시리즈의 최신 버전입니다.
Explorar Ultralytics YOLOv8 - Ultralytics YOLO Docs
¿Qué es YOLOv8 y en qué se diferencia de las versiones anteriores de YOLO ? ¿Cómo puedo utilizar YOLOv8 para diferentes tareas de visión por ordenador? ¿Cuáles son los parámetros de rendimiento de los modelos YOLOv8 ?
主页 -Ultralytics YOLO 文档
Ultralytics YOLO is the latest advancement in the acclaimed YOLO (You Only Look Once) series for real-time object detection and image segmentation. It builds on previous versions by introducing new features and improvements for enhanced performance, flexibility, and efficiency.
YOLO11 vs YOLOv8: Detailed Comparison - Ultralytics YOLO Docs
Compare YOLO11 and YOLOv8 architectures, performance, use cases, and benchmarks. Discover which YOLO model fits your object detection needs.
Ultralytics YOLOv8 erforschen - Ultralytics YOLO Docs
YOLOv8 is the latest iteration in the Ultralytics YOLO series, designed to improve real-time object detection performance with advanced features. Unlike earlier versions, YOLOv8 incorporates an anchor-free split Ultralytics head , state-of-the-art backbone and neck architectures, and offers optimized accuracy -speed tradeoff, making it ideal ...
Python Usage - Ultralytics YOLO Docs
Mar 30, 2025 · Welcome to the Ultralytics YOLO Python Usage documentation! This guide is designed to help you seamlessly integrate Ultralytics YOLO into your Python projects for object detection, segmentation, and classification. Here, you'll learn how to load and use pretrained models, train new models, and perform predictions on images.
Ultralytics YOLO11 Modes - Ultralytics YOLO Docs
Mar 30, 2025 · from ultralytics import YOLO # Load a pre-trained YOLO model model = YOLO ("yolo11n.pt") # Start tracking objects in a video # You can also use live video streams or webcam input model. track (source = "path/to/video.mp4")
Object Detection - Ultralytics YOLO Docs
Mar 20, 2025 · YOLO detection dataset format can be found in detail in the Dataset Guide. To convert your existing dataset from other formats (like COCO etc.) to YOLO format, please use JSON2YOLO tool by Ultralytics. Val. Validate trained YOLO11n model …