Ultralytics Glossary

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

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Explore how embeddings transform machine learning by converting data into vectors. Enhance NLP and computer vision tasks with Ultralytics' insights.

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纪元

Understand epochs in machine learning to optimize model training for accuracy, agility, and real-world impact. Enhance your AI strategy today!

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可解释的人工智能(XAI)

Understand and trust AI decisions with Explainable AI. Discover how XAI enhances transparency in healthcare, finance, and more.

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F1 分数

Explore the F1-Score, a key metric in machine learning, balancing precision and recall for optimal AI model performance in diverse applications.

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功能工程

Enhance model performance with feature engineering: transform data for better patterns, accuracy, and predictions in AI and machine learning.

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特征提取

Optimize ML models with efficient feature extraction techniques. Enhance model accuracy, reduce data complexity, and improve AI applications.

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少量学习

Discover how few-shot learning revolutionizes AI by enabling models to adapt with minimal data, crucial for fields like healthcare and robotics.

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微调

Optimize model performance efficiently with fine-tuning. Enhance accuracy in specific tasks using Ultralytics pre-trained models.

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GPT(生成式预训练变换器)

Discover GPT: Revolutionizing NLP with advanced Transformer models for content creation, chatbots, and more. Enhance user interaction and productivity today!

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