Consisting of two networks (generator and discriminator) that contest with each other, GANs are used for generating new data instances that resemble the training data. To be continued …
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What are Neural Networks level I
Introduction They consist of interconnected layers of nodes, or “neurons,” that process and transmit information. These networks can learn from vast amounts of data, making them powerful tools for tasks such as image and speech recognition, natural language processing, and predictive analytics. Where did this idea come from? Neural networks, tools for machine learning, are…
Convolutional Neural Networks
Primarily used for image processing, CNNs apply convolutional layers that automatically detect spatial hierarchies and features through local receptive fields and shared weights. To be continued …
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