https://docs.ultralytics.com/guides/model-training-tips
Model Training Tips & Best Practices | Ultralytics
Train YOLO computer vision models more efficiently with proven tips on batch size, mixed precision, caching, early stopping, and optimizer choice.
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https://docs.ultralytics.com/compare/yolo26-vs-yolox
YOLO26 vs YOLOX Comparison | Ultralytics
Compare Ultralytics YOLO26 and YOLOX benchmarks, NMS-free architecture, MuSGD optimizer, CPU/TensorRT speeds, and edge deployment for real-time object...
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Gestion du trafic par IA : détection des plaques avec YOLO | Ultralytics
Jun 14, 2025 - Découvre comment l’IA améliore la gestion du trafic grâce au suivi des plaques d’immatriculation, renforce la sécurité routière, réduit les embouteillages et...
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Confronto tra YOLO26 e YOLO11 | Ultralytics
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YOLO Configuration | Ultralytics
Optimize your Ultralytics YOLO model's performance with the right settings and hyperparameters. Learn about training, validation, and prediction configurations.
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https://www.ultralytics.com/fr/contact
Ultralytics | Nous contacter
Contacte Ultralytics pour toute question sur nos produits d’IA, nos solutions pour différents secteurs, les modalités de licence ou les partenariats. Nous...
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https://www.ultralytics.com/it/legal/responsible-responsible-use-policy
Politica di utilizzo responsabile di Ultralytics
La Politica di utilizzo responsabile di Ultralytics promuove un uso responsabile dell'AI e della computer vision, riducendo al contempo il rischio di danni.
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员工与福利 👥 | Ultralytics
Ultralytics 员工与福利概览,涵盖入职、休假、职业发展和员工资源。
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https://www.ultralytics.com/tr/blog/all-you-need-to-know-about-computer-vision-tasks
Bilgisayarlı Görü Görevleri Hakkında Bilmen Gereken Her Şey | Ultralytics
Jun 14, 2025 - Nesne takibi, örnek segmentasyonu ve görüntü sınıflandırma gibi bilgisayarlı görü görevlerinin nasıl çalıştığını ve Ultralytics YOLO11'in bunları nasıl...
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https://www.ultralytics.com/careers
Careers | Ultralytics
Open roles, perks, and what it's like to build vision AI at Ultralytics.
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https://www.ultralytics.com/ja/blog/using-computer-vision-in-cycling
サイクリングの安全性:Vision AIとYOLO11 | Ultralytics
Nov 5, 2025 - Ultralytics YOLO11などのコンピュータビジョンモデルが、自転車利用者の追跡、ヘルメットの検出、速度の分析を通じてサイクリングの安全性をどのように高めるかをご紹介します。
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https://pypi.org/project/ultralytics/8.0.213/
ultralytics · PyPI
Ultralytics YOLOv8 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification.
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https://docs.ultralytics.com/pt/platform/explore
Explore conjuntos de dados e projetos | Ultralytics
Descubra conjuntos de dados e projetos públicos na página Explorar da Ultralytics Platform. Navegue, pesquise e clone conteúdo da comunidade sobre visão...
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https://status.ultralytics.com/en-us/history/1
Notice history - Ultralytics - Status
Notice history - Ultralytics API, Website, Docs and HUB uptimes and current status.
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https://docs.mobilint.com/compiler/v0.11.0.1/en/tutorial_yolo.html
YOLO Models from Ultralytics — Mobilint SDK qb Compiler documentation
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https://www.ultralytics.com/vi/blog/ultralytics-platform-deploying-computer-vision-models-to-any-region
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Apr 2, 2026 - Tìm hiểu cách triển khai model thị giác máy tính đến mọi khu vực bằng Ultralytics Platform để có thể mở rộng, triển khai AI nhanh chóng và linh hoạt.
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AI Transforms Tourism | Ultralytics
Apr 21, 2026 - Discover how AI can transform the tourism industry, enhancing personalization, efficiency, and innovation across all aspects of travel experiences.
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https://www.ultralytics.com/it/blog/from-eye-care-to-fiber-optics-the-role-of-ai-in-optics
L’impatto dell’IA sull’ottica: cura della vista e oltre | Ultralytics
Nov 21, 2025 - Scopri come l’IA sta trasformando l’ottica, migliorando la cura della vista, semplificando la produzione di occhiali e facendo progredire le comunicazioni in...
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https://docs.ultralytics.com/compare/yolov5-vs-yolov10
YOLOv5 vs YOLOv10 Comparison | Ultralytics
Explore a detailed YOLOv5 vs YOLOv10 comparison, analyzing architectures, performance, and ideal applications for cutting-edge object detection.
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https://docs.ultralytics.com/it/integrations/onnx
Esportazione ONNX per i modelli YOLO26 | Ultralytics
Scopri come esportare i modelli YOLO26 nel formato ONNX per distribuirli con flessibilità su diverse piattaforme e ottenere prestazioni migliori.
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https://www.ultralytics.com/fr/glossary/imagenet
ImageNet : jeu de données, défi et héritage | Ultralytics
Jan 29, 2026 - ImageNet est un jeu de données de 14 millions d’images organisé selon WordNet. Son sous-ensemble ILSVRC de 1 000 classes a popularisé les CNN et reste une...
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Extension for Visual Studio Code - Snippets to use with the Ultralytics Python library.
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https://www.ultralytics.com/vi/news
Tin tức | Ultralytics
Tin tức, thông báo và thông cáo báo chí mới nhất của Ultralytics về thị giác máy tính, các model YOLO, Ultralytics Platform và AI thị giác.
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https://www.ultralytics.com/zh/glossary/imagenet
ImageNet:深度学习的里程碑数据集 | Ultralytics
Jan 29, 2026 - ImageNet 是一个庞大的图像标注数据库,其挑战赛推动了深度学习热潮。本文介绍预训练、用途,以及 ImageNet 与 COCO 的区别。
ultralytics
https://docs.ultralytics.com/ko/compare/yolo11-vs-yolov8
YOLO11과 YOLOv8 비교 | Ultralytics
YOLO11과 YOLOv8의 아키텍처, 성능, 사용 사례, 벤치마크를 비교합니다. 객체 탐지 요구 사항에 적합한 YOLO 모델을 알아보세요.
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https://www.ultralytics.com/ar/glossary/model-quantization
تكميم النماذج: استدلال أسرع وأصغر حجماً | Ultralytics
Jan 29, 2026 - يخزّن تكميم النماذج الأوزان والتنشيطات بدقة أقل، مثل INT8، لتقليص النماذج وتسريع الاستدلال. تعرّف على آلية عمله والفرق بين PTQ وQAT.
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https://docs.ultralytics.com/ar/platform/train
تدريب النماذج سحابيًا | Ultralytics
تعرّف على تدريب النماذج في منصة Ultralytics، بما يشمل تنظيم المشاريع والتدريب السحابي وبث المقاييس في الوقت الفعلي.
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https://www.ultralytics.com/ar/news/introducing-ultralytics-platform-the-smartest-way-to-annotate-train-and-deploy-vision-ai
نقدّم منصة Ultralytics: أضف التعليقات التوضيحية. درّب. انشر.
Mar 19, 2026 - أنشئ تعليقات توضيحية لنماذج الرؤية الحاسوبية، ودرّبها وانشرها، وهي جاهزة للاستخدام الإنتاجي، ضمن مساحة عمل متكاملة من البداية إلى النهاية ومصممة للفرق التي...
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https://docs.ultralytics.com/tr/compare/yolov6-vs-rtdetr
YOLOv6-3.0 ile RTDETRv2 Karşılaştırması | Ultralytics
Nesne algılama için YOLOv6 ile RT-DETR'yi karşılaştır. Sana en uygun bilgisayarlı görü modelini seçmek için mimarilerini, performanslarını ve kullanım...
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Zu Ultralytics-Open-Source-Projekten beitragen | Ultralytics
Aug 26, 2025 - Erfahre, wie du zu den Open-Source-Projekten von Ultralytics beitragen kannst, und entdecke die besten Tipps zu Dokumentation, PR-Prüfungen und wichtigen...
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https://www.ultralytics.com/zh/glossary/anomaly-detection
异常检测:方法和示例 | Ultralytics
Jan 29, 2026 - 异常检测会标记偏离正常模式的数据点、事件或图像区域。本文介绍异常类型、主要方法、视觉检测和代码。
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https://docs.ultralytics.com/zh/models/yolo27
Ultralytics YOLO27 实时目标检测
了解 Ultralytics YOLO27:四种尺寸、七种任务和无 NMS 检测。模型正在进行最后阶段的研发,尚不可用。发布日期尚未确定。
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https://www.ultralytics.com/es/blog/computer-vision-drives-how-vision-ai-agents-make-decisions
Agentes de IA visual: visión artificial con YOLO11 | Ultralytics HUB
Jun 14, 2025 - Descubre cómo los agentes de IA utilizan la visión artificial para reinventar distintos sectores. Explora sus aplicaciones en ámbitos como la seguridad, los...
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https://docs.ultralytics.com/ru/compare/yolov8-vs-yolov9
Сравнение YOLOv8 и YOLOv9 | Ultralytics
Сравни модели YOLOv8 и YOLOv9 для детекции объектов. Изучи точность, скорость, требования к ресурсам и сценарии применения, чтобы выбрать подходящую модель.
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https://docs.ultralytics.com/tr/help/CLA
Katkıda Bulunan Lisans Sözleşmesi (CLA) | Ultralytics
Ultralytics projelerine katkıda bulunma koşullarını gözden geçir. Katkıların için telif hakkı, patent lisansları ve manevi haklar hakkında bilgi edin.
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https://community.ultralytics.com/t/new-release-ultralytics-v8-4-164/2244
New Release: Ultralytics v8.4.164 - Discussion - Ultralytics
Sep 28, 2026 - :rocket: Ultralytics v8.4.164 is here Quick overview: Ultralytics YOLO v8.4.164 makes FLOPs reporting more efficient, speeds up parts of export and CUDA video...
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https://docs.ultralytics.com/es/datasets/detect/coco8-grayscale
Conjunto de datos COCO8-Grayscale para detección | Ultralytics
Descubre el conjunto de datos COCO8-Grayscale de Ultralytics, un conjunto versátil y fácil de gestionar de 8 imágenes, perfecto para probar modelos de...
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https://docs.ultralytics.com/fr/guides/modal-quickstart
Guide de démarrage rapide de Modal pour Ultralytics
Exécute Ultralytics YOLO26 dans le cloud sans serveur de Modal. Ce guide de démarrage rapide présente l’authentification, l’inférence GPU et les tâches...
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https://www.ultralytics.com/fr/blog/ai-in-art-and-cultural-heritage-conservation
L’IA au service de la conservation de l’art et du patrimoine | Ultralytics
Oct 31, 2025 - Découvre comment l’IA transforme la préservation et la restauration du patrimoine culturel et de l’art grâce à la vision par ordinateur et au traitement du...
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https://docs.ultralytics.com/ar/datasets/obb/dota-v2
مجموعة بيانات DOTA لـ OBB | Ultralytics
استكشف مجموعة بيانات DOTA لاكتشاف الأجسام في الصور الجوية، التي تضم 1.7M من مربعات الإحاطة الموجّهة ضمن 18 فئة. وهي مثالية لتحليل الصور الجوية.
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https://www.ultralytics.com/blog/manufacturing-robotics-in-manufacturing
The Evolution and Future of Robotics in Manufacturing | Ultralytics
Sep 29, 2025 - Robotics in manufacturing is evolving into AI-powered systems, leveraging machine learning and automation. Discover how to transform your manufacturing process.
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https://www.ultralytics.com/it/blog/computer-vision-in-space-advancing-exploration-imaging
Vision AI nell'esplorazione spaziale | Ultralytics
Jun 14, 2025 - Scopri come la visione artificiale migliora l'esplorazione spaziale, dal rilevamento degli asteroidi e la scoperta di esopianeti all'attracco autonomo e alla...
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https://www.ultralytics.com/tr/blog/key-highlights-from-ultralytics-at-ces-2026-in-las-vegas
CES 2026'da Ultralytics: Öne Çıkanlar
Jan 19, 2026 - Las Vegas'ta düzenlenen 2026 Tüketici Elektroniği Fuarı'nda (CES) Ultralytics olarak yaşadıklarımızı değerlendirirken, yapay zekânın geleceğini şekillendiren...
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https://docs.ultralytics.com/vi/models/fast-sam
Mô hình phân đoạn mọi thứ tốc độ cao (FastSAM) | Ultralytics
Khám phá FastSAM, giải pháp dựa trên CNN theo thời gian thực để phân đoạn bất kỳ đối tượng nào trong hình ảnh. Hiệu quả, có hiệu suất cạnh tranh và phù hợp với...
caoultralytics
https://docs.ultralytics.com/de/compare/yolox-vs-efficientdet
YOLOX und EfficientDet im Vergleich | Ultralytics
Vergleiche YOLOX und EfficientDet für die Objekterkennung. Entdecke Architektur, Leistung und Anwendungsfälle, um das passende Modell für deine Anforderungen...
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https://docs.ultralytics.com/es/models/yolov8
Descubre Ultralytics YOLOv8
Descubre Ultralytics YOLOv8, un avance en la detección de objetos en tiempo real que optimiza el rendimiento con una variedad de modelos preentrenados para...
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https://docs.ultralytics.com/compare/rtdetr-vs-yolov8
RTDETRv2 vs YOLOv8 Comparison | Ultralytics
Compare RTDETRv2 and YOLOv8 for object detection. Explore architecture, performance, and use cases to select the best model for your needs.
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https://www.ultralytics.com/ko/blog/computer-vision-workplace-safety-ppe
Ultralytics Platform으로 PPE 감지 모델 구축
Sep 8, 2026 - Ultralytics Platform으로 PPE 감지를 구축하세요. 현장 이미지를 어노테이션하고 YOLO26을 학습한 뒤 클라우드나 엣지에 배포하여 작업장 안전 모니터링을 검증합니다.
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https://docs.ultralytics.com/es/platform/quickstart
Guía de inicio rápido de Ultralytics Platform
Empieza a usar Ultralytics Platform en cuestión de minutos. Aprende a crear una cuenta, subir conjuntos de datos, entrenar modelos YOLO y desplegarlos en...
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https://docs.ultralytics.com/ja/compare/yolov5-vs-pp-yoloe
YOLOv5とPP-YOLOE+の比較 | Ultralytics
物体検出モデルのYOLOv5とPP-YOLOE+を比較します。プロジェクトに最適なモデルを選ぶため、アーキテクチャ、性能、ユースケースを解説します。
ultralytics
https://kitploit.com/ja/tools/github/ultralytics/ultralytics
ultralytics — 事前学習済みのYOLOモデルとPython/CLI APIを使用して、物体検出、セグメンテーション、分類、姿勢推定、追跡を行うためのディープラーニングフレームワーク。 |...
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https://insights.linuxfoundation.org/project/ultralytics/security
Ultralytics YOLO Security & Best Practices | LFX Insights
Check Ultralytics YOLO security and best practices, including vulnerabilities, dependencies, licensing, and governance compliance.
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https://docs.ultralytics.com/reference/engine/model
engine.model API Reference | Ultralytics
Explore the base class for implementing YOLO models with unified APIs for training, validation, prediction, and more. Learn how to utilize different task types...
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https://handbook.ultralytics.com/zh/tools/hardware
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YOLO Vision 2024:视觉 AI 活动 | Ultralytics
Jun 14, 2025 - 欢迎参加在马德里举办的 YOLO Vision 2024,或在线参与活动,与视觉 AI 社区交流、聆听专家分享并了解计算机视觉领域的最新动态。
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https://www.ultralytics.com/it/customers/theia-scientific-redefines-microscopy-data-analysis-with-ultralytics-yolo-models
Ridefinire l'analisi dei dati di microscopia con Ultralytics YOLO | Ultralytics
May 11, 2026 - Scopri come Theia Scientific ridefinisce l'analisi dei dati di microscopia con Ultralytics YOLO.
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https://docs.ultralytics.com/de/guides/vision-eye
VisionEye-Objektzuordnung mit YOLO26 | Ultralytics
Entdecke die Objektzuordnung und -verfolgung mit VisionEye und Ultralytics YOLO26. Ahme die Präzision des menschlichen Auges nach, verfolge Objekte und...
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https://docs.ultralytics.com/ru/guides/heatmaps
Тепловые карты YOLO26 для визуализации данных | Ultralytics
Создавай тепловые карты отслеживания объектов на видео в реальном времени с помощью решения Ultralytics YOLO26 Heatmap, чтобы визуализировать потоки транспорта...
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https://www.ultralytics.com/zh/glossary/agent2agent-protocol
智能体到智能体协议(A2A):工作原理 | Ultralytics
Aug 15, 2026 - 智能体到智能体协议(A2A)是一项开放标准,让不同厂商的 AI 智能体能够相互发现、委派任务并返回结果。
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https://graiphic.io/articles/labview-onnx-runtime-yolo11/
Industrial-Grade YOLO Training in LabVIEW – No Python, No Ultralytics, Full ONNX Stack | Graiphic
Apr 21, 2025 - A world-first milestone: YOLO 11 is now trainable in LabVIEW with ONNX Runtime. No Ultralytics code. No Python. No AGPL. A new era of deep learning begins—for...
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주성분 분석(PCA) 가이드 | Ultralytics
Jan 29, 2026 - 주성분 분석(PCA)이 고차원 데이터를 단순화하는 방법을 알아보세요. 데이터 전처리와 YOLO26 임베딩 시각화에 PCA를 활용하는 방법을 살펴보세요.
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https://docs.ultralytics.com/zh/integrations/weights-biases
Weights & Biases YOLO 集成 | Ultralytics
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https://pypi.org/project/ultralytics/8.0.130/
ultralytics · PyPI
Ultralytics YOLOv8 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification.
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https://www.ultralytics.com/de/people/onuralp-sezer
Onuralp Sezer | Ultralytics
Onuralp Sezer ist Senior Machine Learning Engineer bei Ultralytics. Dort arbeitet er an der Weiterentwicklung von Computer-Vision-Technologien wie YOLO und...
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