Architectures · intermediate · concept 55 of 176
Convolutional Neural Network (CNN)
Architecture designed for grid-like data (images). Uses learned filters (kernels) to detect features at different scales, edges → textures → objects. Revolutionized computer vision.
Key terms
ConvolutionKernelPoolingFeature mapStride
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Videos
▶ Neural Networks Part 8: Image Classification with Convolutional Neural Networks (CNNs) ↗
StatQuest with Josh Starmer · YouTube
▶ But what is a convolution? ↗
3Blue1Brown · YouTube
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