Ultralytics Glossary

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

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Механизм внимания

Discover how attention mechanisms revolutionize AI by enhancing focus in NLP and computer vision. Unlock top-tier model accuracy today!

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Automated Machine Learning (AutoML)

Discover AutoML's power to automate machine learning, simplifying data prep, model selection, and hyperparameter tuning for all expertise levels.

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BERT (двунаправленные кодирующие представления из трансформаторов)

Discover how BERT revolutionizes NLP by understanding context bidirectionally, enhancing tasks from SEO to healthcare with cutting-edge AI.

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Backpropagation

Learn backpropagation to optimize neural networks, enhance machine learning accuracy, and master deep learning techniques with Ultralytics.

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Batch Size

Optimize your model training by mastering batch size. Boost efficiency, speed, and performance for applications from healthcare to agriculture.

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Предвзятость в искусственном интеллекте

Discover how to tackle AI bias with diverse data, audits, and explainability. Ensure fairness in AI for equitable and ethical outcomes.

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Компромисс между смещением и дисперсией

Master the bias-variance tradeoff in machine learning to optimize model accuracy and performance. Prevent overfitting and underfitting effectively.

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Big Data

Explore the power of Big Data in AI & ML, driving innovation in sectors like manufacturing and healthcare with advanced analytics.

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Граничная коробка

Discover how bounding boxes in AI enhance object detection in self-driving cars and retail. Explore their vital role in computer vision applications!

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