Machine learning techniques such as deep learning artificial neural networks had proven to be extremely useful for a variety of tasks that were previously deemed very difficult, or even impossible to solve. In this work, a deep learning technique is used to learn how different light source positions affect a scene and create (“guess”) new photographs with unknown light source positions. The results are absolutely stunning. The promised links for artificial neural networks follow below.<\/p>\n
__________________________________<\/p>\n
The paper “Image Based Relighting Using Neural Networks” is available here:
\nhttp:\/\/research.microsoft.com\/en-us\/um\/people\/yuedong\/project\/neuralibr\/neuralibr.htm
\nDisclaimer: I was not part of this research project, I am merely providing commentary on this work.<\/p>\n
Recommended for you:
\nArtificial Neural Networks and Deep Learning – https:\/\/www.youtube.com\/watch?v=rCWTOOgVXyE
\nDeep Neural Network Learns Van Gogh’s Art – https:\/\/www.youtube.com\/watch?v=-R9bJGNHltQ<\/p>\n
Music: “The Place Inside” by Silent Partner<\/p>\n
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Splash screen\/thumbnail design: Fel\u00edcia Feh\u00e9r – http:\/\/felicia.hu
\nThe thumbnail background was taken from the paper “Image Based Relighting Using Neural Networks”.<\/p>\n
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Machine learning techniques such as deep learning artificial neural networks had proven to be extremely useful for a variety of tasks that were previously deemed very difficult, or even impossible to solve. In this work, a deep learning technique is used to learn how different light source positions affect a scene and create (“guess”) new […]<\/p>\n","protected":false},"author":0,"featured_media":8481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"video","meta":{"yasr_overall_rating":0,"yasr_post_is_review":"","yasr_auto_insert_disabled":"","yasr_review_type":"","footnotes":""},"categories":[23],"tags":[2900,2899,2774,2906,2905,2786,2904,2903,2901,2898,2897,2910,2831,2908,2909,2907,2861,2793,2902],"class_list":["post-8480","post","type-post","status-publish","format-video","has-post-thumbnail","hentry","category-ai_tech","tag-artificial-intelligence","tag-artificial-neural-network","tag-deep-learning","tag-deep-learning-computer-graphics","tag-deep-learning-relighting","tag-deep-neural-network","tag-how-deep-learning-works","tag-how-does-deep-learning-work","tag-image-based-relighting-using-neural-networks","tag-image-relighting","tag-machine-learning","tag-machine-learning-computer-graphics","tag-neural-network","tag-neural-network-computer-graphics","tag-neural-network-photo","tag-neural-network-relighting","tag-siggraph","tag-two-minute-papers","tag-what-is-deep-learning","post_format-post-format-video"],"yoast_head":"\n