Ultralytics Glossary

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

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Prompt Engineering

Master AI with prompt engineering—optimize language models like GPT-4 for superior accuracy and relevance in diverse applications.

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PyTorch

Discover PyTorch: a flexible, efficient deep learning framework for dynamic computation, NLP, computer vision, and advanced AI applications.

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Question Answering

Revolutionize info retrieval with AI-driven QA systems using NLP and ML for precise answers in settings like healthcare and customer support.

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Random Forest

Explore Random Forest: a powerful, versatile machine learning algorithm for high-accuracy classification and regression in healthcare, finance, and more.

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Real-time Inference

Discover how real-time inference elevates AI, enabling instant predictions in applications like self-driving cars and healthcare with Ultralytics.

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Recall

Unlock the power of recall in machine learning to enhance model performance, crucial for medical and security applications. Learn more today!

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Receiver Operating Characteristic (ROC) Curve

Discover how ROC Curves optimize AI models, balancing precision and recall in realms like healthcare and fraud detection. Unlock better insights now!

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Recommendation System

Discover how AI-driven recommendation systems enhance personalization in e-commerce and streaming platforms by predicting user preferences effectively.

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Recurrent Neural Network (RNN)

Discover the power of Recurrent Neural Networks (RNNs) in sequence data, NLP, and time series forecasting. Uncover applications and enhance RNN performance.

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