Archives for CNN deep learning

25 Oct

Top 5 Neural Network Models For Deep Learning & Their Applications

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image-17074

Neural networks are a series of algorithms that identify underlying relationships in a set of data. These algorithms are heavily based on the way a human brain operates. These networks can adapt to changing input and generate the best result without the requirement to redesign the output criteria. In a way, these neural networks are…

The post Top 5 Neural Network Models For Deep Learning & Their Applications appeared first on Analytics India Magazine.

25 Sep

Why Convolutional Neural Networks Are The Go-To Models In Deep Learning

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image-291

Over the years, research on convolutional neural networks (CNNs) has progressed rapidly, however the real-world deployment of these models is often limited by computing resources and memory constraints. What has also led to extensive research in ConvNets is the accuracy on difficult classification tasks that require understanding abstract concepts in images. Another reason why CNN […]

The post Why Convolutional Neural Networks Are The Go-To Models In Deep Learning appeared first on Analytics India Magazine.