{"id":827,"date":"2022-09-22T15:36:41","date_gmt":"2022-09-22T19:36:41","guid":{"rendered":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/?p=827"},"modified":"2022-10-01T14:20:09","modified_gmt":"2022-10-01T18:20:09","slug":"friendlygrape-typology-machine-proposal","status":"publish","type":"post","link":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/friendlygrape\/09\/22\/friendlygrape-typology-machine-proposal\/","title":{"rendered":"friendlygrape &#8211; TypologyMachineProposal"},"content":{"rendered":"<p>My new project is examining bathroom deserts around campus. I will do so using a GoPro to recording my experience walking to and from the bathroom.<\/p>\n<p>_____________old idea_________________<\/p>\n<p>For my project I want to fine tune stable diffusion to output images in the style of common agricultural pests. I will then curate a collection of digital &#8220;pests&#8221; out of mundane prompts like &#8220;using the phone while talking to a person&#8221; and create an educational video about these pests (+generative video based on these images using the many tools available online like <a href=\"https:\/\/melobytes.com\/en\/app\/ai_image2sound\">melobytes<\/a> which I haven&#8217;t checked if it is legit but something similar) similar to something you&#8217;d find on national geographic kids or pbs kids from the early 2000s or before.<\/p>\n<p>I am mainly inspired by <a href=\"https:\/\/vimeo.com\/channels\/bkcfilms\/101687551\">these educational films<\/a> from the mid 50s and 60s for the educational video aspect. In terms of the fine tuning, I am inspired by the recent fine tuning of stable diffusion on <a href=\"https:\/\/github.com\/LambdaLabsML\/examples\/tree\/main\/stable-diffusion-finetuning\">pokemon characters<\/a> so that even unrelated prompts like &#8220;donald trump&#8221; are skewed towards this cartoonish art style.<\/p>\n<p>After a little research into stable diffusion and realizing that I will need to spend money to train such a model, I am also looking at alternatives such as a recent addition called <a href=\"https:\/\/textual-inversion.github.io\/\">textual inversion<\/a>, which is able to make unique tokens for stable diffusion for the purposes to customizing and\/or debiasing the outputs of prompts.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>My new project is examining bathroom deserts around campus. I will do so using a GoPro to recording my experience walking to and from the bathroom. _____________old idea_________________ For my project I want to fine tune stable diffusion to output images in the style of common agricultural pests. I will then curate a collection of &hellip; <a href=\"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/friendlygrape\/09\/22\/friendlygrape-typology-machine-proposal\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;friendlygrape &#8211; TypologyMachineProposal&#8221;<\/span><\/a><\/p>\n","protected":false},"author":14,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[],"_links":{"self":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/posts\/827"}],"collection":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/comments?post=827"}],"version-history":[{"count":5,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/posts\/827\/revisions"}],"predecessor-version":[{"id":1198,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/posts\/827\/revisions\/1198"}],"wp:attachment":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/media?parent=827"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/categories?post=827"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-461\/f2022\/wp-json\/wp\/v2\/tags?post=827"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}