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Learn about their structure, application, and format conversions to enhance your object detection... ultralytics yolo docs oriented bounding datasets overview box obb https://docs.ultralytics.com/usage/cli/ Command Line Interface - Ultralytics YOLO Docs Explore the YOLO command line interface (CLI) for easy execution of detection tasks without needing a Python environment. command line interface ultralytics yolo docs https://docs.ultralytics.com/models/sam-3/ SAM 3: Segment Anything with Concepts - Ultralytics YOLO Docs Discover SAM 3, Meta's next evolution of the Segment Anything Model, introducing Promptable Concept Segmentation with text and image exemplar prompts for... ultralytics yolo docs sam 3 segment anything concepts https://docs.ultralytics.com/ Home - Ultralytics YOLO Docs Discover Ultralytics YOLO - the latest in real-time object detection and image segmentation. Learn about its features and maximize its potential in your... ultralytics yolo docs https://docs.ultralytics.com/modes/train/ Model Training with Ultralytics YOLO - Ultralytics YOLO Docs Learn how to efficiently train object detection models using YOLO26 with comprehensive instructions on settings, augmentation, and hardware utilization. ultralytics yolo docs model training https://docs.ultralytics.com/datasets/detect/signature/ Signature Detection Dataset - Ultralytics YOLO Docs Discover the Signature Detection Dataset for training models to identify and verify human signatures in various documents. Perfect for document verification... dataset ultralytics yolo signature detection docs https://docs.ultralytics.com/guides/ Comprehensive Tutorials for Ultralytics YOLO - Ultralytics YOLO Docs Master YOLO with Ultralytics tutorials covering training, deployment and optimization. Find solutions, improve metrics, and deploy with ease. ultralytics yolo docs comprehensive tutorials https://docs.ultralytics.com/datasets/obb/dota8/ DOTA8 Dataset - Ultralytics YOLO Docs Explore the DOTA8 dataset - a small, versatile oriented object detection dataset ideal for testing and debugging object detection models using Ultralytics... dataset ultralytics yolo docs https://docs.ultralytics.com/datasets/detect/voc/ VOC Dataset - Ultralytics YOLO Docs Discover the PASCAL VOC dataset, essential for object detection, segmentation, and classification. Learn key features, applications, and usage tips. dataset ultralytics yolo voc docs https://docs.ultralytics.com/models/sam-2/ SAM 2: Segment Anything Model 2 - Ultralytics YOLO Docs Discover SAM 2, the next generation of Meta's Segment Anything Model, supporting real-time promptable segmentation in both images and videos with... ultralytics yolo docs sam 2 segment anything model https://docs.ultralytics.com/datasets/detect/lvis/ LVIS Dataset - Ultralytics YOLO Docs Discover the LVIS dataset by Facebook AI Research, a benchmark for object detection and instance segmentation with a large, diverse vocabulary. Learn how to... dataset ultralytics yolo docs https://docs.ultralytics.com/tasks/pose/ Pose Estimation - Ultralytics YOLO Docs Discover how to use YOLO26 for pose estimation tasks. Learn about model training, validation, prediction, and exporting in various formats. ultralytics yolo docs pose estimation https://docs.ultralytics.com/datasets/detect/roboflow-100/ Roboflow 100 Dataset - Ultralytics YOLO Docs Explore the Roboflow 100 dataset featuring 100 diverse datasets designed to test object detection models across various domains, from healthcare to video games. dataset ultralytics yolo roboflow 100 docs https://docs.ultralytics.com/models/fast-sam/ Fast Segment Anything Model (FastSAM) - Ultralytics YOLO Docs Discover FastSAM, a real-time CNN-based solution for segmenting any object in an image. Efficient, competitive, and ideal for various vision tasks. ultralytics yolo docs segment anything fast model https://docs.ultralytics.com/tasks/segment/ Instance Segmentation - Ultralytics YOLO Docs Master instance segmentation using YOLO26. Learn how to detect, segment and outline objects in images with detailed guides and examples. ultralytics yolo docs instance segmentation https://docs.ultralytics.com/datasets/classify/ Image Classification Datasets Overview - Ultralytics YOLO Docs Learn how to structure datasets for YOLO classification tasks. Detailed folder structure and usage examples for effective training. ultralytics yolo docs image classification datasets overview https://docs.ultralytics.com/tasks/obb/ Oriented Bounding Boxes Object Detection - Ultralytics YOLO Docs Discover how to detect objects with rotation for higher precision using YOLO26 OBB models. Learn, train, validate, and export OBB models effortlessly. ultralytics yolo docs oriented bounding object detection boxes https://docs.ultralytics.com/datasets/pose/coco/ COCO-Pose Dataset - Ultralytics YOLO Docs Explore the COCO-Pose dataset for advanced pose estimation. Learn about datasets, pretrained models, metrics, and applications for training with YOLO. dataset ultralytics yolo coco pose docs https://docs.ultralytics.com/quickstart/ Install Ultralytics - Ultralytics YOLO Docs Learn how to install Ultralytics using pip, conda, or Docker. Follow our step-by-step guide for a seamless setup of Ultralytics YOLO. ultralytics yolo docs install https://docs.ultralytics.com/integrations/ Ultralytics Integrations - Ultralytics YOLO Docs Discover Ultralytics integrations for streamlined ML workflows, dataset management, optimized model training, and robust deployment solutions. yolo docs ultralytics integrations https://docs.ultralytics.com/de/modes/ Ultralytics YOLO26 Modi - Ultralytics YOLO Docs Entdecken Sie die vielfältigen Modi von Ultralytics YOLO26, einschließlich Training, Validierung, Vorhersage, Export, tracking und Benchmarking. Maximieren Sie... ultralytics yolo26 modi docs https://docs.ultralytics.com/reference/data/split_dota/ Reference for ultralytics/data/split_dota.py - Ultralytics YOLO Docs Learn how to utilize the ultralytics.data.split_dota module to process and split DOTA datasets efficiently. Explore detailed functions and examples. yolo docs reference ultralytics data split https://docs.ultralytics.com/reference/utils/nms/ Reference for ultralytics/utils/nms.py - Ultralytics YOLO Docs Custom NMS implementation for Ultralytics YOLO with TorchNMS class for torchvision-free inference and fast-nms for oriented bounding boxes. Optimized for speed... yolo docs reference ultralytics utils nms https://docs.ultralytics.com/modes/ Ultralytics YOLO26 Modes - Ultralytics YOLO Docs Discover the diverse modes of Ultralytics YOLO26, including training, validation, prediction, export, tracking, and benchmarking. Maximize model performance... ultralytics yolo26 modes docs