![]() ![]() ![]() Related visualization ideas were developed (prior to Google's work) by several research groups. The idea dates from early in the history of neural networks, and similar methods have been used to synthesize visual textures. The dreaming idea and name became popular on the internet in 2015 thanks to Google's DeepDream program. The DeepDream software, originated in a deep convolutional network codenamed "Inception" after the film of the same name, was developed for the ImageNet Large-Scale Visual Recognition Challenge (ILSVRC) in 2014 and released in July 2015. Google's program popularized the term (deep) "dreaming" to refer to the generation of images that produce desired activations in a trained deep network, and the term now refers to a collection of related approaches. DeepDream is a computer vision program created by Google engineer Alexander Mordvintsev that uses a convolutional neural network to find and enhance patterns in images via algorithmic pareidolia, thus creating a dream-like appearance reminiscent of a psychedelic experience in the deliberately overprocessed images. ![]()
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