Ultralytics Glossary

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

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Развертывание модели

Deploy ML models effectively to transform AI into practical solutions. Explore deployment methods and real-world applications across sectors.

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Model Pruning

Optimize AI models with pruning to boost efficiency and performance for mobile and edge deployment. Enhance speed while reducing computational demands.

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Квантование модели

Optimize deep learning models with model quantization. Boost efficiency, speed, and energy savings on devices with limited resources. Learn more now!

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Мультимодальное обучение

Explore multi-modal learning in AI, integrating diverse data for enhanced accuracy and innovation in healthcare, self-driving, and more.

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Наивный Байес

Discover the power of Naive Bayes for classification tasks like spam filtering and sentiment analysis. Learn how it works, its types, and applications.

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Обработка естественного языка (NLP)

Discover how Natural Language Processing enhances AI by enabling machines to understand human language, powering chatbots, translation, and more.

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Natural Language Understanding (NLU)

Explore how Natural Language Understanding (NLU) enhances AI's ability to interpret human language. Discover applications in chatbots, sentiment analysis, and more.

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Нейронная сеть (НС)

Explore neural networks—AI pillars in complex pattern modeling and prediction. Discover CNNs, RNNs, GANs, and real-world applications.

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Немаксимальное подавление (НМС)

Enhance object detection accuracy with Non-Maximum Suppression. Discover its impact on AI models and real-world applications like self-driving cars.

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