{"id":653,"date":"2017-09-08T16:26:35","date_gmt":"2017-09-08T14:26:35","guid":{"rendered":"http:\/\/www.dfki.de\/smartfactories\/?p=653"},"modified":"2020-12-20T13:40:58","modified_gmt":"2020-12-20T13:40:58","slug":"fine-tuning-deep-cnn-models-on-specific-ms-coco-categories","status":"publish","type":"post","link":"https:\/\/smartfactories.dfki.de\/?p=653","title":{"rendered":"Fine-tuning deep CNN models on specific MS COCO categories"},"content":{"rendered":"<p>DFKI provides open-source software tools to be downloaded from the <a href=\"\/smartfactories\/?page_id=616\">Software<\/a> section. For example, <a href=\"https:\/\/arxiv.org\/abs\/1709.01476\">Fine-tuning deep CNN models on specific MS COCO categories<\/a> (<a href=\"https:\/\/arxiv.org\/pdf\/1709.01476\">PDF<\/a>). It covers our freely available software <a href=\"\/smartfactories\/?page_id=616#pyfasterrcnn\">py-faster-rcnn-ft<\/a> which allows straightforward fine tuning of deep convolutional neural networks for image classification.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>DFKI provides open-source software tools to be downloaded from the Software section. For example, Fine-tuning deep CNN models on specific MS COCO categories (PDF). It covers our freely available software py-faster-rcnn-ft which allows straightforward fine tuning of deep convolutional neural &hellip; <a href=\"https:\/\/smartfactories.dfki.de\/?p=653\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-653","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=\/wp\/v2\/posts\/653","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=653"}],"version-history":[{"count":1,"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=\/wp\/v2\/posts\/653\/revisions"}],"predecessor-version":[{"id":920,"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=\/wp\/v2\/posts\/653\/revisions\/920"}],"wp:attachment":[{"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=653"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=653"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smartfactories.dfki.de\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=653"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}