Ultralytics Glossary

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

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Learning Rate

Optimize your machine learning models with the right learning rate. Enhance performance in AI applications like Vision AI and healthcare.

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Linear Regression

Discover how linear regression predicts trends and relationships across industries, enhancing insights with simplicity and efficiency.

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Logistic Regression

Learn logistic regression for binary classification. Explore applications in healthcare and finance, understand key concepts and leverage Ultralytics HUB.

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Longformer

Efficiently process long texts with Longformer's unique attention mechanism, perfect for summarization, classification, and question answering.

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Loss Function

Explore the role of loss functions in AI, driving model accuracy and guiding optimization. Learn key types and their applications in ML.

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Machine Learning (ML)

Explore the transformative power of Machine Learning in AI. Learn key concepts, applications in healthcare and agriculture, and more.

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Machine Translation

Enhance global communication with AI-powered Machine Translation. Discover cutting-edge neural models for real-world applications and future innovations.

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Mean Average Precision (mAP)

Explore mAP in object detection with Ultralytics YOLO, enhancing accuracy in AI models for healthcare, security, and autonomous vehicles.

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Mixed Precision

Optimize AI with mixed precision for faster, efficient deep learning. Reduce memory, boost speed, and save energy without sacrificing accuracy.

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