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An Introduction to Image Classification, Toennies K.D., 2024

An Introduction to Image Classification, Toennies K.D., 2024.
    
   This book commences by laving the groundwork for image classification through image feature extraction and model-driven classification in feature space. Neural networks are then introduced that can learn arbitrary models directly from labeled sample images. The behavior of a neural network is traced back to concepts of a designed classification model. We explicitly discuss relations between network topologies and their ability to represent components of a traditional designed model. It helps to gain insight into the potential and limitations of such networks.

An Introduction to Image Classification, Toennies K.D., 2024
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