Ultralytics Glossary

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

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AI Ethics

Discover the importance of AI ethics in ensuring fairness, transparency, and privacy across industries like healthcare and agriculture.

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Точность

Boost your machine learning model's performance by understanding accuracy. Explore its role in AI, healthcare, and more with Ultralytics.

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Активное обучение

Optimize ML models efficiently with Active Learning. Reduce labeling costs and enhance accuracy by focusing on key data points. Learn more now!

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Adam Optimizer

Enhance neural network training efficiency with Adam Optimizer—adaptive learning rates, bias correction, and memory efficiency for AI applications.

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Детекторы, основанные на якоре

Discover how anchor-based detectors revolutionize object detection with Ultralytics, handling diverse scales for AI applications in real time.

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Безъякорные детекторы

Simplify and speed up object detection with anchor-free models. Explore their advantages and applications in real-world scenarios.

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Обнаружение аномалий

Explore anomaly detection in AI and ML, revealing data patterns that deviate from norms to enhance security, healthcare, and manufacturing efficiency.

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Площадь под кривой (AUC)

Discover the power of AUC for evaluating AI models. Learn how it boosts accuracy in healthcare, fraud detection, and more at Ultralytics.

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Искусственный интеллект (ИИ)

Unlock AI's transformative impact on healthcare, agriculture, and more with Ultralytics. Discover cutting-edge applications and innovations today.

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