{"id":7064,"date":"2020-11-03T15:45:29","date_gmt":"2020-11-03T20:45:29","guid":{"rendered":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/?p=7064"},"modified":"2020-11-03T15:51:14","modified_gmt":"2020-11-03T20:51:14","slug":"marimonda-artbreeder","status":"publish","type":"post","link":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/abonillaandrew-cmu-edu\/11\/03\/marimonda-artbreeder\/","title":{"rendered":"marimonda &#8211; ArtBreeder"},"content":{"rendered":"<p>This one was an interesting experience.\u00a0 I am A Little Disturbed by the results of playing with it.<\/p>\n<p>This post is going to be long so I&#8217;ll put the images below under the cut!<\/p>\n<p><!--more--><\/p>\n<p>I didn&#8217;t choose one specifically out of the images I did but was more interested about how each parameter determined how the images would come out. I&#8217;ll be frank, I really hate the images the anime girls were trained with and that prompted me to explore what exactly caused each of them to look that way&#8230; I specifically played around with the highest and lowest values of each component (ex. I turned every single element all the way up, I wasn&#8217;t that interested in making a pretty image but just a weird image).<\/p>\n<p>This was the first image set: Yuck! They all look the same and I really hate how infantilized they looked.<\/p>\n<p><img src=\"https:\/\/cdn.discordapp.com\/attachments\/574612256260620351\/773278829178388530\/unknown.png\" \/><\/p>\n<p>I played a little bit with the chaos bar to change the way they looked:<\/p>\n<p><img src=\"https:\/\/cdn.discordapp.com\/attachments\/574612256260620351\/773278982660685844\/unknown.png\" \/><\/p>\n<p>They look even more disturbing now to me tbh.<\/p>\n<p><img src=\"https:\/\/cdn.discordapp.com\/attachments\/574612256260620351\/773279241424863252\/unknown.png\" \/><\/p>\n<p>After adding a bit more chaos to the image, I started wondering: What images is this model being trained on for it to look&#8230; Like this. ( \ud83e\udd75??? gross!)<\/p>\n<p>Ok. So let&#8217;s put the chaos all the way up.<\/p>\n<p><img src=\"https:\/\/cdn.discordapp.com\/attachments\/574612256260620351\/773279505313824778\/unknown.png\" \/><\/p>\n<p>This is honestly a lot more interesting in looks! I appreciate these, in large part because I don&#8217;t see any anime girls!<\/p>\n<p>So what happens if I lower it back down just a notch?<\/p>\n<p><img src=\"https:\/\/cdn.discordapp.com\/attachments\/574612256260620351\/773279706333184020\/unknown.png\" \/><\/p>\n<p>Ok. NVM.<\/p>\n<p>At this point, I wondered to myself what would happen if I just inverted each of the sections this would be trained on:<\/p>\n<p><img src=\"https:\/\/cdn.discordapp.com\/attachments\/574612256260620351\/773279937448771654\/unknown.png\" \/><\/p>\n<p>This is actually really cool! I wonder where exactly the hat the first few images have came from :O. Also slightly demonic looking.<\/p>\n<p>After this I got a little bored with the anime set, so I decided to play around with the human portraits:<\/p>\n<p>The first thing I noticed was that there was a category for Latin Americans, and, of course, as a Latina I could not help myself but play with that.<\/p>\n<p>I mean after all, every single Latin American country is ethnically and racially distinct.\u00a0 Also, not all Latinos are Hispanic and not all Hispanics are Latinos.\u00a0 I have always been really interested in what algorithms think people from Latin America are, as even defining race in Latin America is a bit of a tricky subject since each Latin American country is unique in racial admixture and genetics.<\/p>\n<p>This right here is the average model, okay&#8230;&#8230;..<\/p>\n<p><img src=\"https:\/\/cdn.discordapp.com\/attachments\/771027631252307988\/773285208744132608\/unknown.png\" \/><\/p>\n<p>This is the model where hispanic &#8220;genes&#8221; are removed:<\/p>\n<p><img src=\"https:\/\/cdn.discordapp.com\/attachments\/771027631252307988\/773280488021557258\/unknown.png\" \/><\/p>\n<p>This is somewhat funny to me since I know a lot of Latin Americans that are this pale, of course, I can&#8217;t help but feel like this is a bizarre generalization but in part it might also be that I just don&#8217;t understand how this model works.<\/p>\n<p>And when they are boosted to 2:<\/p>\n<p><img src=\"https:\/\/cdn.discordapp.com\/attachments\/771027631252307988\/773280573262921768\/unknown.png\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>Anyways, weirdness aside, I used the general model to create some images and this is an awesome project!<\/p>\n<p><img id=\"main_image\" src=\"https:\/\/artbreeder.b-cdn.net\/imgs\/00a51a5a636d61c681d7.jpeg\" \/><\/p>\n<p><img src=\"https:\/\/s3.amazonaws.com\/artbreederpublic-shortlived\/1d\/imgs\/b116c68677e646908c3b.jpeg\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This one was an interesting experience.\u00a0 I am A Little Disturbed by the results of playing with it. This post is going to be long so I&#8217;ll put the images below under the cut!<\/p>\n","protected":false},"author":43,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[67],"tags":[],"_links":{"self":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/posts\/7064"}],"collection":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/users\/43"}],"replies":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/comments?post=7064"}],"version-history":[{"count":4,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/posts\/7064\/revisions"}],"predecessor-version":[{"id":7075,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/posts\/7064\/revisions\/7075"}],"wp:attachment":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/media?parent=7064"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/categories?post=7064"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/f2020\/wp-json\/wp\/v2\/tags?post=7064"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}