{"id":675,"date":"2018-09-13T15:45:08","date_gmt":"2018-09-13T08:45:08","guid":{"rendered":"http:\/\/research.binus.ac.id\/airnd\/?p=675"},"modified":"2020-11-24T10:40:30","modified_gmt":"2020-11-24T03:40:30","slug":"crowdsourcing-annotation-system-of-object-counting-dataset-for-deep-learning-algorithm","status":"publish","type":"post","link":"https:\/\/research.binus.ac.id\/airdc\/2018\/09\/crowdsourcing-annotation-system-of-object-counting-dataset-for-deep-learning-algorithm\/","title":{"rendered":"Crowdsourcing Annotation System of Object Counting Dataset for Deep Learning Algorithm"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-670\" src=\"https:\/\/research.binus.ac.id\/airnd\/wp-content\/uploads\/sites\/12\/2018\/09\/Banner-ICEED-2018-1-640x320.jpeg\" alt=\"\" width=\"640\" height=\"320\" srcset=\"https:\/\/research.binus.ac.id\/airdc\/wp-content\/uploads\/sites\/18\/2018\/09\/Banner-ICEED-2018-1-640x320.jpeg 640w, https:\/\/research.binus.ac.id\/airdc\/wp-content\/uploads\/sites\/18\/2018\/09\/Banner-ICEED-2018-1-768x384.jpeg 768w, https:\/\/research.binus.ac.id\/airdc\/wp-content\/uploads\/sites\/18\/2018\/09\/Banner-ICEED-2018-1.jpeg 960w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p style=\"text-align: justify\">Deep Learning is currently the state-of-the-art technique for various Computer Vision tasks, including object counting. Despite of its high performance, Deep Learning requires a gigantic amount of training data to show its best result. Getting this massive data in reasonable time requires a proper strategy such as crowdsourcing. However, in case of object counting, we found no crowdsourcing system able to effectively collect necessary data. To tackle this problem, we develop a crowdsourcing system to annotate image for object counting dataset. This system is also equipped with validation system to ensure the quality of collected dataset.<\/p>\n<p>International Conference on Eco Engineering Development 2018<\/p>\n<p><strong>Tjeng Wawan Cenggoro, Fidelson Tanzil, Ayu Hidayah Aslamiah, Ettikan Kandasamy Karuppiah, Bens Pardamean<\/strong><\/p>\n<p><a href=\"https:\/\/www.researchgate.net\/publication\/327541869_Crowdsourcing_Annotation_System_of_Object_Counting_Dataset_for_Deep_Learning_Algorithm\">Read Full Paper<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deep Learning is currently the state-of-the-art technique for various Computer Vision tasks, including object counting. Despite of its high performance, Deep Learning requires a gigantic amount of training data to show its best result. Getting this massive data in reasonable time requires a proper strategy such as crowdsourcing. However, in case of object counting, we [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":1660,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,6],"tags":[],"class_list":["post-675","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publications","category-research"],"_links":{"self":[{"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/posts\/675","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/comments?post=675"}],"version-history":[{"count":2,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/posts\/675\/revisions"}],"predecessor-version":[{"id":1626,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/posts\/675\/revisions\/1626"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/media\/1660"}],"wp:attachment":[{"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/media?parent=675"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/categories?post=675"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/tags?post=675"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}