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Overview of computer vision and machine learning
Dr. Susan McKeever leads research in computer vision and machine learning at TU Dublin, focusing on automating human visual tasks and addressing complex challenges such as self-driving technology. The document highlights various computer vision methodologies, including traditional machine learning and deep learning techniques like convolutional neural networks (CNNs), emphasizing their application in projects like cancer diagnosis and road maintenance. It also discusses the limitations and biases in machine learning models, calling for improved explainability and awareness of data influence.
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