Ultralytics Glossary

Explore the Ultralytics Glossary to learn about artificial intelligence, machine learning, computer vision, and more.

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Реформер

Enhance AI efficiency with Reformer: scalable, fast, and memory-efficient for NLP and computer vision tasks. Discover revolutionary applications now!

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Regularization

Enhance your machine learning models with regularization techniques like L1 and L2 to prevent overfitting and improve performance in AI applications.

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Обучение с подкреплением

Explore Reinforcement Learning: Transform AI with autonomous decision-making using RL concepts and applications in robotics, gaming, and industry.

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Дополненное поколение (Retrieval Augmented Generation, RAG)

Enhance your NLP with RAG, integrating retrieval and generative models for accurate, contextually rich text generation. Discover cutting-edge AI now!

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Автоматизация роботизированных процессов (RPA)

Boost efficiency with RPA by automating repetitive tasks and reducing errors. Discover how Ultralytics combines RPA with AI for seamless processes.

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Самоуспокоение

Explore self-attention and its impact on AI with Ultralytics. Learn how this mechanism powers models like Transformers and enhances language, vision, and more.

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Семантическая сегментация

Explore semantic segmentation in computer vision, enhancing applications in autonomous vehicles, medical imaging, and agriculture with pixel-level precision.

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Полууправляемое обучение

Unlock the power of semi-supervised learning to maximize both labeled and unlabeled data, boosting efficiency in AI applications. Learn how!

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Анализ настроения

Unlock insights with Sentiment Analysis! Discover how NLP and AI interpret emotions in text to boost marketing, customer service, and more.

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