Ultralytics Glossary

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

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Image Recognition

Explore the power of image recognition in AI using CNNs. Discover applications in healthcare and autonomous vehicles for innovation and efficiency.

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Image Segmentation

Unlock advanced image analysis with image segmentation. Enhance AI precision in healthcare, self-driving, and more. Explore segmentation types now!

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Instance Segmentation

Unlock precision with instance segmentation: recognize unique objects in images for advanced AI solutions in autonomous vehicles, healthcare, and more.

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Intersection over Union (IoU)

Discover the power of Intersection over Union (IoU) in object detection. Optimize models for precision in applications like autonomous vehicles and healthcare.

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JSON

Explore how JSON enhances AI and ML with flexible data exchange, model configuration, and annotation. Discover JSON's advantages over XML and YAML.

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K-Means Clustering

Master K-Means Clustering to segment data into insightful clusters. Explore market segmentation, image compression, and healthcare insights today!

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K-Nearest Neighbors (KNN)

Explore KNN, a versatile machine learning algorithm for classification, regression, image recognition, and more. Learn how it predicts using data proximity.

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Language Modeling

Explore advanced language modeling in NLP, from RNNs to Transformers. Discover real-world applications like text generation and machine translation.

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Large Language Model (LLM)

Discover how Large Language Models revolutionize AI with applications in NLP, healthcare, and content creation. Unleash AI's potential today!

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