{"id":4664,"date":"2016-04-16T01:44:55","date_gmt":"2016-04-15T23:44:55","guid":{"rendered":"http:\/\/www.andreas-maschke.com\/?p=4664"},"modified":"2016-04-16T02:37:56","modified_gmt":"2016-04-16T00:37:56","slug":"introducing-jwf2net","status":"publish","type":"post","link":"https:\/\/blog.overwhale.com\/?p=4664","title":{"rendered":"Introducing JWF2NET"},"content":{"rendered":"<p>&#8220;JWF2NET&#8221; is a dnn (deep neural network) trained on top of the popular &#8220;BVLC GoogleNet&#8221; with JWildfire-flame-fractals.<br \/>\nBasically, those flame-fractals are a collection of my own flames I created over the last years, together with some computer-generated mutations of those flames, which were manually selected. A total of 20000 images where used, and about 200000 iterations of lear<span class=\"text_exposed_show\">ning were applied.<\/span><\/p>\n<p><span class=\"text_exposed_show\">The first version of the dnn (&#8220;JWFNET&#8221;) was a failure and also crashed my computer, so it is finally lost. But, for the 2nd generation I refined the image base and some params, and finally got the results I was aiming for: letting the computer dream of flame-fractals.<\/span><\/p>\n<p>So, when thinking of flame-fractals as\u00a0<span class=\"text_exposed_show\">&#8220;Electric Sheep&#8221; \u00a0(an idea from the inventor of the flame-fractals Scott Draves), we now have some kind of &#8220;Electric Sheep on Steroids&#8221; \ud83d\ude42<br \/>\n<\/span><\/p>\n<p><span class=\"text_exposed_show\">Here is one of the early results, you can clearly can see lots of fractal flowers inside:<\/span><\/p>\nngg_shortcode_0_placeholder\n<p>Some other examples:<\/p>\nngg_shortcode_1_placeholder\nngg_shortcode_2_placeholder\nngg_shortcode_3_placeholder\nngg_shortcode_4_placeholder\nngg_shortcode_5_placeholder\n","protected":false},"excerpt":{"rendered":"<p>&#8220;JWF2NET&#8221; is a dnn (deep neural network) trained on top of the popular &#8220;BVLC GoogleNet&#8221; with JWildfire-flame-fractals. Basically, those flame-fractals are a collection of my own flames I created over the last years, together with some computer-generated mutations of those flames, which were manually selected. A total of 20000 images where used, and about 200000 iterations of learning were applied. The first version of the dnn (&#8220;JWFNET&#8221;) was a failure and also crashed my computer, so it is finally lost. But, for the 2nd generation I refined the image base and some params, and finally got the results I was aiming for: letting the computer dream of flame-fractals. So, when thinking of flame-fractals as\u00a0&#8220;Electric Sheep&#8221; \u00a0(an idea from the inventor of the flame-fractals Scott Draves), we now have some kind of &#8220;Electric Sheep on Steroids&#8221; \ud83d\ude42 Here is one of the early results, you can clearly can see lots of fractal flowers inside: Some other examples:<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[24,4],"tags":[],"class_list":["post-4664","post","type-post","status-publish","format-standard","hentry","category-jwf2net","category-jwildfire"],"_links":{"self":[{"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=\/wp\/v2\/posts\/4664","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4664"}],"version-history":[{"count":2,"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=\/wp\/v2\/posts\/4664\/revisions"}],"predecessor-version":[{"id":4671,"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=\/wp\/v2\/posts\/4664\/revisions\/4671"}],"wp:attachment":[{"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4664"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4664"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.overwhale.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4664"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}