How Convolutional Neural Networks (CNNs) Actually "See" an Image? – AI Explained #machinelearning
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How Convolutional Neural Networks (CNNs) Actually "See" an Image? – AI Explained #machinelearning
How do Convolutional Neural Networks (CNNs) "see" an image? Unlike humans, CNNs process images through small filters, focusing on tiny portions at a time. Each layer extracts features, from simple edges to complex patterns, by expanding its receptive field. In a 3-layer CNN with 3×3 filters and a stride of 1, the first layer sees only a small ...
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