{"id":960,"date":"2020-09-19T14:30:51","date_gmt":"2020-09-19T14:30:51","guid":{"rendered":"http:\/\/thinkcolorful.org\/?p=960"},"modified":"2024-12-13T19:30:42","modified_gmt":"2024-12-13T19:30:42","slug":"creating-and-pushing-a-poison-ivy-classifier-into-production-with-fastai","status":"publish","type":"post","link":"https:\/\/thinkcolorful.org\/?p=960","title":{"rendered":"Creating and Pushing a Poison Ivy Classifier Into Production with FastAI"},"content":{"rendered":"\n<p>Check out my blog posts at: <a rel=\"noreferrer noopener\" href=\"https:\/\/ephemeralwaves.github.io\/ioblog\/\" target=\"_blank\">https:\/\/ephemeralwaves.github.io\/ioblog\/<\/a> that document&#8217;s my journey creating a poison ivy classifier. If you want to try it click the &#8220;Poison Ivy Classifier&#8221; blog post and select the &#8216;launch binder&#8217; tag to open it with binder. From there click on the &#8216;voila&#8217; button and it will open up my app for you! :)<\/p>\n\n\n\n<!--more-->\n\n\n<style>\n       .errordiv { padding:10px; margin:10px; border: 1px solid #555555;color: #000000;background-color: #f8f8f8; width:500px; }#advanced_iframe {visibility:visible;opacity:1;vertical-align:top;}.ai-info-bottom-iframe { position: fixed; z-index: 10000; bottom:0; left: 0; margin: 0px; text-align: center; width: 100%; background-color: #ff9999; padding-left: 5px;padding-bottom: 5px; border-top: 1px solid #aaa } a.ai-bold {font-weight: bold;}#ai-layer-div-advanced_iframe p {height:100%;margin:0;padding:0}<\/style><script type=\"text\/javascript\">var ai_iframe_width_advanced_iframe = 0;var ai_iframe_height_advanced_iframe = 0;function aiReceiveMessageadvanced_iframe(event) {  aiProcessMessage(event,\"advanced_iframe\", \"true\",\"\",\"false\",\"false\");}if (window.addEventListener) {  window.addEventListener(\"message\", aiReceiveMessageadvanced_iframe);} else if (el.attachEvent)  {  el.attachEvent(\"message\", aiReceiveMessageadvanced_iframe);}var aiOnloadScrollTop=\"true\";var aiShowDebug=false;\n\t\tif (typeof aiReadyCallbacks === 'undefined') {\n\t\t\tvar aiReadyCallbacks = [];\n\t\t} else if (!(aiReadyCallbacks instanceof Array)) {\n\t\t\tvar aiReadyCallbacks = [];\n\t\t}    function aiShowIframeId(id_iframe) { jQuery(\"#\"+id_iframe).css(\"visibility\", \"visible\");    }    function aiResizeIframeHeight(height) { aiResizeIframeHeight(height,advanced_iframe); }    function aiResizeIframeHeightId(height,width,id) {aiResizeIframeHeightById(id,height);}<\/script><iframe id=\"advanced_iframe\"  name=\"advanced_iframe\"  src=\"https:\/\/ephemeralwaves.github.io\/ioblog\/2021\/07\/18\/IvyDetection_production.html\"  width=\"100%\"  height=\"600\"  frameborder=\"0\"  border=\"0\"  allowtransparency=\"true\"  loading=\"lazy\"  style=\";border-width: 0px;;border: none;;width:100%;;height:600px;\" ><\/iframe><script type=\"text\/javascript\">var ifrm_advanced_iframe = document.getElementById(\"advanced_iframe\");var hiddenTabsDoneadvanced_iframe = false;\nfunction resizeCallbackadvanced_iframe() {}<\/script><script type=\"text\/javascript\"><\/script><p style=\"display:block !important; visibility:visible !important;margin: -18px 14px 0 0;padding-left: 3px;padding-top:3px;background: white; overflow: hidden; position: relative; line-height:15px;width: fit-content;\"><small style=\"display:block !important;visibility:visible !important\">powered by Advanced iFrame<\/small><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Check out my blog posts at: https:\/\/ephemeralwaves.github.io\/ioblog\/ that document&#8217;s my journey creating a poison ivy classifier. If you want&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":1319,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[220,10,219],"tags":[],"class_list":["post-960","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-programming","category-python"],"_links":{"self":[{"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=\/wp\/v2\/posts\/960","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=960"}],"version-history":[{"count":13,"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=\/wp\/v2\/posts\/960\/revisions"}],"predecessor-version":[{"id":1285,"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=\/wp\/v2\/posts\/960\/revisions\/1285"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=\/wp\/v2\/media\/1319"}],"wp:attachment":[{"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=960"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=960"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thinkcolorful.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=960"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}