{"id":2095,"date":"2022-04-12T22:48:27","date_gmt":"2022-04-13T02:48:27","guid":{"rendered":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/?p=2095"},"modified":"2022-04-12T22:48:27","modified_gmt":"2022-04-13T02:48:27","slug":"crispysalmon-finalphase2","status":"publish","type":"post","link":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/crispysalmon\/04\/12\/crispysalmon-finalphase2\/","title":{"rendered":"CrispySalmon-FinalPhase2."},"content":{"rendered":"<ul>\n<li>Project overview\n<ul>\n<li>I want to train my own GAN with images from this Instagram account: <a href=\"https:\/\/www.instagram.com\/subwayhands\/?hl=en\">subwayhands<\/a>.<\/li>\n<\/ul>\n<\/li>\n<li>Related work\n<ul>\n<li><a href=\"https:\/\/towardsdatascience.com\/ganshare-creating-and-curating-art-with-ai-for-fun-and-profit-1b3b4dcd7376\">GANshare<\/a>: Creating and Curating Art with AI for Fun and Profit<\/li>\n<li>Kishi Yuma<a href=\"http:\/\/mlart.co\/item\/gan-trained-on-pictures-of-hands\">: GAN trained on pictures of hands<img decoding=\"async\" loading=\"lazy\" class=\"wp-image-2097 alignnone\" src=\"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.33.20-PM-478x480.png\" alt=\"\" width=\"182\" height=\"183\" srcset=\"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.33.20-PM-478x480.png 478w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.33.20-PM-1019x1024.png 1019w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.33.20-PM-150x150.png 150w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.33.20-PM-768x772.png 768w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.33.20-PM.png 1184w\" sizes=\"(max-width: 182px) 85vw, 182px\" \/><\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Mario Klingemann: <a href=\"https:\/\/twitter.com\/quasimondo\/status\/982711735001010176\">Turn finger drawings into a GAN generated image<\/a><img decoding=\"async\" loading=\"lazy\" class=\"alignnone  wp-image-2096\" src=\"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.32.48-PM-640x438.png\" alt=\"\" width=\"286\" height=\"196\" srcset=\"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.32.48-PM-640x438.png 640w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.32.48-PM-1024x701.png 1024w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.32.48-PM-768x526.png 768w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.32.48-PM-1200x821.png 1200w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.32.48-PM.png 1204w\" sizes=\"(max-width: 286px) 85vw, 286px\" \/><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><a tabindex=\"-1\" href=\"https:\/\/www.memo.tv\/works\/gloomy-sunday\/\" target=\"_blank\" rel=\"noopener\">Gloomy Sunday<img decoding=\"async\" loading=\"lazy\" class=\"alignnone  wp-image-2100\" src=\"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.38.55-PM-640x352.png\" alt=\"\" width=\"411\" height=\"226\" srcset=\"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.38.55-PM-640x352.png 640w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.38.55-PM-1024x563.png 1024w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.38.55-PM-768x422.png 768w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.38.55-PM-1200x660.png 1200w, https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-12-at-10.38.55-PM.png 1528w\" sizes=\"(max-width: 411px) 85vw, 411px\" \/><\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li>Technical Implementation:\n<ul>\n<li>Instagram Scraping Tools\/Tutorials\n<ul>\n<li><a href=\"https:\/\/apify.com\/jaroslavhejlek\/instagram-scraper\">Apify &#8211; Instagram Scraper<\/a>:\u00a0 I played around with this tool for a bit. Overall, it&#8217;s really easy to use. Pros: fast, easy, I don&#8217;t need to do much other than inputting the Instagram page link. Cons: It crapes a lot of information, some of which are irrelevant to me. This requires me to filter\/clean up the output file.\u00a0 And is doesn&#8217;t directly output the pictures, instead, it provides the display URL for each image, and the URL expires after a certain amount of time.<\/li>\n<li><a href=\"https:\/\/github.com\/arc298\/instagram-scraper\">GitHub &#8211; Instagram scraper<\/a> :\n<ul>\n<li>There is a <a href=\"https:\/\/www.youtube.com\/watch?v=tBmQcdLLFyc&amp;ab_channel=ArtificialImages\">youtube tutorial<\/a> showing how to use this.<\/li>\n<li>\u00a0I simply could not get this one to work on my laptop, though it sees to work for others. Need to play around with this a bit more.<\/li>\n<\/ul>\n<\/li>\n<li><a href=\"https:\/\/beautiful-soup-4.readthedocs.io\/en\/latest\/\">Python library\u00a0 &#8211; BeautifulSoup<\/a>:\n<ul>\n<li><a href=\"https:\/\/stackoverflow.com\/questions\/18130499\/how-to-scrape-instagram-with-beautifulsoup\">stack overflow post<\/a><\/li>\n<li>Will need to parse the rendered with something like <a href=\"http:\/\/selenium-python.readthedocs.org\/\" rel=\"noreferrer\">Selenium<\/a>.<\/li>\n<\/ul>\n<\/li>\n<li>Alternative method: Manually screenshot pictures\n<ul>\n<li>Although this is boring, redundant work, it gives me more control on what pictures I want to use to train my GAN.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>Pix2Pix: If time allows, I want to look into using webcam to record hand posture and generate images based on realtime camera input.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Project overview I want to train my own GAN with images from this Instagram account: subwayhands. Related work GANshare: Creating and Curating Art with AI for Fun and Profit Kishi Yuma: GAN trained on pictures of hands Mario Klingemann: Turn finger drawings into a GAN generated image Gloomy Sunday Technical Implementation: Instagram Scraping Tools\/Tutorials Apify &hellip; <a href=\"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/crispysalmon\/04\/12\/crispysalmon-finalphase2\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;CrispySalmon-FinalPhase2.&#8221;<\/span><\/a><\/p>\n","protected":false},"author":17,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[31],"tags":[],"_links":{"self":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/posts\/2095"}],"collection":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/comments?post=2095"}],"version-history":[{"count":1,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/posts\/2095\/revisions"}],"predecessor-version":[{"id":2101,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/posts\/2095\/revisions\/2101"}],"wp:attachment":[{"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/media?parent=2095"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/categories?post=2095"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/60-212\/s2022\/wp-json\/wp\/v2\/tags?post=2095"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}