{"id":126,"date":"2018-09-28T23:28:33","date_gmt":"2018-09-28T23:28:33","guid":{"rendered":"https:\/\/www.phmsciences.com\/blog\/?p=126"},"modified":"2018-09-30T00:39:06","modified_gmt":"2018-09-30T04:39:06","slug":"deep-dream","status":"publish","type":"post","link":"https:\/\/www.phmsciences.com\/blog\/deep-dream\/","title":{"rendered":"DeepDreaming of Shibas"},"content":{"rendered":"<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/DeepDream\">DeepDream<\/a>\u00c2\u00a0(image processing software) employs a CNN (convolutional neural network) to re-draw one input image and in the style of a second input image.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-127\" style=\"width: 737px;\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/1384014_10151959916581095_1696290053_n.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/1384014_10151959916581095_1696290053_n.jpg 960w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/1384014_10151959916581095_1696290053_n-300x199.jpg 300w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/1384014_10151959916581095_1696290053_n-768x509.jpg 768w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><br \/>\nFigure 1. Input image of Yoshi, lying down against a fence. Full disclosure: neural networks have in the past classified him as &#8216;orange cat&#8217;.<\/p>\n<p>&nbsp;<\/p>\n<p>Figures 2-12. Output images of Yoshi, after being re-drawn in various visual styles by DeepDream.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-128\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/82b887e0497d75fb0e5153359aa3f560d0f0efba.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/82b887e0497d75fb0e5153359aa3f560d0f0efba.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/82b887e0497d75fb0e5153359aa3f560d0f0efba-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-129\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/87ea35b48d5319568e193440136402c570182c8e.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/87ea35b48d5319568e193440136402c570182c8e.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/87ea35b48d5319568e193440136402c570182c8e-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-130\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/88e0c1b52f634f94f21d75b010155f53b927c6f4.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/88e0c1b52f634f94f21d75b010155f53b927c6f4.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/88e0c1b52f634f94f21d75b010155f53b927c6f4-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-131\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/462bd86c7b24518efac0d649fc9dfbc1fb45f0f7.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/462bd86c7b24518efac0d649fc9dfbc1fb45f0f7.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/462bd86c7b24518efac0d649fc9dfbc1fb45f0f7-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-132\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/51880af896703f7e87feb05a960011fcae3e0402.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/51880af896703f7e87feb05a960011fcae3e0402.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/51880af896703f7e87feb05a960011fcae3e0402-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-133\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/a9e8b78b3fe94a64e5984fa99b724043c690a6e5.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/a9e8b78b3fe94a64e5984fa99b724043c690a6e5.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/a9e8b78b3fe94a64e5984fa99b724043c690a6e5-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-134\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/b712bf1e1e9552c3e52bb2c5a1dfb232f5853a56.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/b712bf1e1e9552c3e52bb2c5a1dfb232f5853a56.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/b712bf1e1e9552c3e52bb2c5a1dfb232f5853a56-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-135\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/d6497bcdaab43cf3f3d49b1057df16c9ab1deb9c.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/d6497bcdaab43cf3f3d49b1057df16c9ab1deb9c.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/d6497bcdaab43cf3f3d49b1057df16c9ab1deb9c-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-136\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/dream_jxao19r3mbw.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/dream_jxao19r3mbw.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/dream_jxao19r3mbw-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-137\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/dream_vdtqxjacc3q.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/dream_vdtqxjacc3q.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/dream_vdtqxjacc3q-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"488\" class=\"alignnone size-medium wp-image-138\" src=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/fdb506b77a669bdfb52ffc23cb6ec05125f0f93d.jpg\" srcset=\"https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/fdb506b77a669bdfb52ffc23cb6ec05125f0f93d.jpg 737w, https:\/\/www.phmsciences.com\/blog\/wp-content\/uploads\/2018\/09\/fdb506b77a669bdfb52ffc23cb6ec05125f0f93d-300x199.jpg 300w\" sizes=\"auto, (max-width: 737px) 100vw, 737px\" \/><\/p>\n<p>You can do this yourself <a href=\"https:\/\/deepdreamgenerator.com\/\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>DeepDream\u00c2\u00a0(image processing software) employs a CNN (convolutional neural network) to re-draw one input image and in the style of a second input image. Figure 1. Input image of Yoshi, lying down against a fence. Full disclosure: neural networks have in the past classified him as &#8216;orange cat&#8217;. &nbsp; Figures 2-12. Output images of Yoshi, after [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[8,7,9],"class_list":["post-126","post","type-post","status-publish","format-standard","hentry","category-neural-networks","tag-artificial-intelligence","tag-deepdream","tag-neural-networks"],"_links":{"self":[{"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/posts\/126","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/comments?post=126"}],"version-history":[{"count":21,"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/posts\/126\/revisions"}],"predecessor-version":[{"id":208,"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/posts\/126\/revisions\/208"}],"wp:attachment":[{"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/media?parent=126"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/categories?post=126"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.phmsciences.com\/blog\/wp-json\/wp\/v2\/tags?post=126"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}