{"id":19588,"date":"2022-06-30T13:50:21","date_gmt":"2022-06-30T20:50:21","guid":{"rendered":"http:\/\/jnack.com\/blog\/?p=19588"},"modified":"2022-06-30T13:50:24","modified_gmt":"2022-06-30T20:50:24","slug":"training-machines-to-spot-dalle-made-work","status":"publish","type":"post","link":"http:\/\/jnack.com\/blog\/2022\/06\/30\/training-machines-to-spot-dalle-made-work\/","title":{"rendered":"Training machines to spot DALL\u2022E-made work"},"content":{"rendered":"\n<p>Speaking of Hany Farid, his team has <a href=\"https:\/\/arxiv.org\/abs\/2206.14617\">devised a way<\/a> to spot telltale signs of image synthesis:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>This ability to synthesize highly realistic images is likely to pose new challenges to the photo-forensic community.\u00a0This initial exploration of the geometric consistency of DALE\u2022E-2 synthesized images reveals that while\u00a0DALL\u2022E-2\u00a0exhibits some basic understanding of perspective geometry, synthesized images contain consistent <strong>geometric inconsistencies which, while not always visually obvious, should prove forensically useful<\/strong>.<\/p><\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"http:\/\/jnack.com\/blog\/wp-content\/uploads\/2022\/06\/dino.jpeg\"><img decoding=\"async\" loading=\"lazy\" width=\"800\" height=\"800\" src=\"http:\/\/jnack.com\/blog\/wp-content\/uploads\/2022\/06\/dino.jpeg\" alt=\"\" class=\"wp-image-19589\" srcset=\"http:\/\/jnack.com\/blog\/wp-content\/uploads\/2022\/06\/dino.jpeg 800w, http:\/\/jnack.com\/blog\/wp-content\/uploads\/2022\/06\/dino-300x300.jpeg 300w, http:\/\/jnack.com\/blog\/wp-content\/uploads\/2022\/06\/dino-150x150.jpeg 150w, http:\/\/jnack.com\/blog\/wp-content\/uploads\/2022\/06\/dino-768x768.jpeg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Speaking of Hany Farid, his team has devised a way to spot telltale signs of image synthesis: This ability to synthesize highly realistic images is likely to pose new challenges to the photo-forensic community.\u00a0This initial exploration of the geometric consistency of DALE\u2022E-2 synthesized images reveals that while\u00a0DALL\u2022E-2\u00a0exhibits some basic understanding of perspective geometry, synthesized images [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[66],"tags":[],"_links":{"self":[{"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/posts\/19588"}],"collection":[{"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/comments?post=19588"}],"version-history":[{"count":1,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/posts\/19588\/revisions"}],"predecessor-version":[{"id":19590,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/posts\/19588\/revisions\/19590"}],"wp:attachment":[{"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/media?parent=19588"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/categories?post=19588"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/jnack.com\/blog\/wp-json\/wp\/v2\/tags?post=19588"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}