{"id":729,"date":"2021-11-25T10:26:28","date_gmt":"2021-11-25T08:26:28","guid":{"rendered":"https:\/\/artxai.uwas.aalto.fi\/?page_id=729"},"modified":"2021-11-25T13:31:19","modified_gmt":"2021-11-25T11:31:19","slug":"whose-neural-network-by-yujie-zhou","status":"publish","type":"page","link":"https:\/\/artxai.uwas.aalto.fi\/whose-neural-network-by-yujie-zhou\/","title":{"rendered":"Whose Neural Network by Yujie Zhou"},"content":{"rendered":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Inspired by the relationship between Artificial&nbsp;and&nbsp;Biological Neural Networks, I want to see how machine vision look like in different layers of images, and then use AI models to detect if AI could read the images generated by themselves.<\/p>\n\n\n\n<p>What is the relationship between human, nature, and AI? How to examine notions of visibility and invisibility in the context of AI imaging systems.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image alignfull size-large\"><img loading=\"lazy\" width=\"512\" height=\"501\" src=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/2-Zhou.jpg\" alt=\"\" class=\"wp-image-730\" srcset=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/2-Zhou.jpg 512w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/2-Zhou-50x50.jpg 50w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignfull size-large\"><img loading=\"lazy\" width=\"512\" height=\"501\" src=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/3-Zhou.jpg\" alt=\"\" class=\"wp-image-731\" srcset=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/3-Zhou.jpg 512w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/3-Zhou-50x50.jpg 50w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignfull size-large\"><img loading=\"lazy\" width=\"512\" height=\"501\" src=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/4-Zhou.jpg\" alt=\"\" class=\"wp-image-732\" srcset=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/4-Zhou.jpg 512w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/4-Zhou-50x50.jpg 50w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignfull size-large\"><img loading=\"lazy\" width=\"685\" height=\"670\" src=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/5-Zhou.jpg\" alt=\"\" class=\"wp-image-733\" srcset=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/5-Zhou.jpg 685w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/5-Zhou-512x501.jpg 512w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/5-Zhou-50x50.jpg 50w\" sizes=\"(max-width: 685px) 100vw, 685px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignfull size-large\"><img loading=\"lazy\" width=\"685\" height=\"670\" src=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/6-Zhou.jpeg\" alt=\"\" class=\"wp-image-734\" srcset=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/6-Zhou.jpeg 685w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/6-Zhou-512x501.jpeg 512w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/6-Zhou-50x50.jpeg 50w\" sizes=\"(max-width: 685px) 100vw, 685px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignfull size-large\"><img loading=\"lazy\" width=\"822\" height=\"804\" src=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/7-Zhou.jpeg\" alt=\"\" class=\"wp-image-735\" srcset=\"https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/7-Zhou.jpeg 822w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/7-Zhou-512x501.jpeg 512w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/7-Zhou-768x751.jpeg 768w, https:\/\/artxai.uwas.aalto.fi\/wp-content\/uploads\/2021\/11\/7-Zhou-50x50.jpeg 50w\" sizes=\"(max-width: 822px) 100vw, 822px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Tools used<\/strong><\/p>\n\n\n\n<ol><li>VGG16 https:\/\/youtu.be\/ho6JXE3EbZ8<\/li><li>Detectron2 https:\/\/app.runwayml.com\/models\/akhaliq\/detectron2<\/li><li>DenseCap https:\/\/app.runwayml.com\/models\/genekogan\/DenseCap<\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Inspired by the relationship between Artificial&nbsp;and&nbsp;Biological Neural Networks, I want to see how machine vision look like in different layers of images, and then use AI models to detect if<\/p>\n<p class=\"more-link\"><a href=\"https:\/\/artxai.uwas.aalto.fi\/whose-neural-network-by-yujie-zhou\/\" class=\"readmore\">Continue reading<svg class=\"icon icon-arrow-right\" aria-hidden=\"true\" role=\"img\"> <use href=\"#icon-arrow-right\" xlink:href=\"#icon-arrow-right\"><\/use> <\/svg><span class=\"screen-reader-text\">Whose Neural Network by Yujie Zhou<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/artxai.uwas.aalto.fi\/wp-json\/wp\/v2\/pages\/729"}],"collection":[{"href":"https:\/\/artxai.uwas.aalto.fi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/artxai.uwas.aalto.fi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/artxai.uwas.aalto.fi\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/artxai.uwas.aalto.fi\/wp-json\/wp\/v2\/comments?post=729"}],"version-history":[{"count":3,"href":"https:\/\/artxai.uwas.aalto.fi\/wp-json\/wp\/v2\/pages\/729\/revisions"}],"predecessor-version":[{"id":851,"href":"https:\/\/artxai.uwas.aalto.fi\/wp-json\/wp\/v2\/pages\/729\/revisions\/851"}],"wp:attachment":[{"href":"https:\/\/artxai.uwas.aalto.fi\/wp-json\/wp\/v2\/media?parent=729"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}