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DeepDream

DeepDream

Introduction Deep Dream is a computer vision program created by Google engineer Alexander Mordvintsev. He used a convolutional neural network to seek out and enhance patterns in images via algorithmic pareidolia by creating a dream-like hallucinogenic appearance within the deliberately over-processed images. Google’s program spread the term (deep) “dreaming” to ask the generation of images … Read more

How to Know Convolutional Neural Networks?

How to Know Convolutional Neural Networks?

Description Convolutional neural networks (CNNs) are a standard group of neural networks. These deep neural networks are typically applied to examining visual imagery. Sometimes, we call them shift-invariant or space-invariant artificial neural networks (SIANN). These are founded on their conversion invariance characteristics and shared-weights architecture. Convolutional neural networks are normalized versions of multilayer perceptrons. Usually, … Read more

What Are Core Components of Neural Networks?

What Are Core Components of Neural Networks?

Neural Network Structure We already know that training a neural network revolves around the following objects: Layers, that are joined into a network or model. The input data and consistent targets. The loss function describes the feedback signal used for learning. The optimizer, which determines how learning proceed. We can imagine their interaction as; The … Read more