Aug. 16, 2022, 4:16 a.m. | Rafay Qayyum

Towards AI - Medium pub.towardsai.net

A Convolutional neural network(CNN) is a special type of Artificial Neural Network that is usually used for image recognition and processing due to its ability to recognize patterns in images. It eliminates the need to extract features from visual data manually. It learns images by sliding a filter of some size on them and learning not just the features from the data but also keeps Translation invariance.

The typical structure of a CNN consists of three basic layers

  1. Convolutional layer: …

cnn convolutional-network deep learning introduction neural networks pooling

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