AI & Computer Vision Glossary

AI Ethics

Explore the critical field of AI ethics, focusing on fairness, transparency, accountability, and privacy to ensure responsible AI development and use.

Accuracy

Learn how accuracy in machine learning impacts model performance, from healthcare to retail, and discover ways to improve it with Ultralytics.

Fonction d'activation

Discover the power of activation functions in neural networks. Learn their roles, types, and applications in AI tasks like image recognition and NLP.

Active Learning

Discover how active learning optimizes machine learning with fewer labels, reducing costs while boosting accuracy in real-world AI applications.

Adam Optimizer

Discover how the Adam optimizer enhances machine learning model training with adaptive learning rates, efficiency, and versatility.

Attaques adverses

Discover how adversarial attacks exploit AI vulnerabilities, their real-world impact, and defense strategies to secure machine learning models.

Biais algorithmique

Discover the causes, examples, and solutions to algorithmic bias in AI. Learn how to ensure fairness, transparency, and inclusivity in machine learning.

Anchor-Based Detectors

Discover how anchor-based detectors revolutionize object detection by accurately identifying objects of all sizes in diverse applications like AI and ML.

Anchor-Free Detectors

Discover the power of anchor-free object detection! Simplify workflows, boost accuracy, and handle diverse shapes with cutting-edge efficiency.

Ultralytics Glossary

AI Ethics

Accuracy

Fonction d'activation

Active Learning

Adam Optimizer

Attaques adverses

Biais algorithmique

Anchor-Based Detectors

Anchor-Free Detectors