What are Convolutional Neural Networks (CNNs)?

The source is a video from IBM Technology on YouTube that explains the concept of convolutional neural networks (CNNs) in an easy-to-understand manner. The video uses a simple house drawing as an example to illustrate how CNNs, through the use of filters, can identify patterns and perform object recognition. It emphasizes that CNNs are a specialized area of deep learning, consisting of multiple interconnected layers with filters that recognize patterns. The video further discusses how CNNs have numerous real-world applications in fields like optical character recognition, visual search, medical imaging, and more. https://youtu.be/QzY57FaENXg?si=96DxEtLWme8kE7Ch

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