Why is it important to understand the behavior of convolutional neural networks and uncover any unusual associations they might have learned?
Wednesday, 02 August 2023
by EITCA Academy
Understanding the behavior of convolutional neural networks (CNNs) and uncovering any unusual associations they might have learned is of utmost importance in the field of Artificial Intelligence. CNNs are widely used in image recognition tasks, and their ability to learn complex patterns and features from images has revolutionized the field. However, this black-box nature of
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Expertise in Machine Learning, Understanding image models and predictions using an Activation Atlas, Examination review
Tagged under:
AI Bias, Artificial Intelligence, CNN Behavior, Image Recognition, Model Interpretability, Trustworthy AI