{"id":1940,"date":"2019-01-02T07:47:38","date_gmt":"2019-01-02T00:47:38","guid":{"rendered":"http:\/\/research.binus.ac.id\/airdc\/?p=1940"},"modified":"2021-07-02T07:48:23","modified_gmt":"2021-07-02T00:48:23","slug":"feature-pyramid-networks-for-crowd-counting","status":"publish","type":"post","link":"https:\/\/research.binus.ac.id\/airdc\/2019\/01\/feature-pyramid-networks-for-crowd-counting\/","title":{"rendered":"Feature Pyramid Networks for Crowd Counting"},"content":{"rendered":"<p style=\"text-align: justify\">In this paper, we propose the use of Feature Pyramid Networks (FPN) for Crowd Counting problem. FPN previously has been used for retinanet, the state-of-the-art model for object detection. By using FPN, our proposed crowd counting model achieved a state-of-the-art performance for UCF CC 50 dataset with MAE 136.4 and MSE 223.6. The proposed model is also achieved a state-of-the-art MSE value of 7.6 for ShanghaiTech Part B dataset.<\/p>\n<p style=\"text-align: justify\">The code can be accessed at <a href=\"https:\/\/github.com\/wawancenggoro\/fpncc\">https: \/\/github.com\/wawancenggoro\/fpncc.<\/a><\/p>\n<p>International Conference on Computer Science and Computational Intelligence 2019<\/p>\n<p><strong>Tjeng Wawan Cenggoro, Ayu Hidayah Aslamiah, Ardian Yunanto<\/strong><\/p>\n<p><a href=\"https:\/\/www.researchgate.net\/publication\/336207938_Feature_Pyramid_Networks_for_Crowd_Counting\">Read Full Paper<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this paper, we propose the use of Feature Pyramid Networks (FPN) for Crowd Counting problem. FPN previously has been used for retinanet, the state-of-the-art model for object detection. By using FPN, our proposed crowd counting model achieved a state-of-the-art performance for UCF CC 50 dataset with MAE 136.4 and MSE 223.6. The proposed model [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":1942,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-1940","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publications"],"_links":{"self":[{"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/posts\/1940","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=1940"}],"version-history":[{"count":1,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/posts\/1940\/revisions"}],"predecessor-version":[{"id":1943,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/posts\/1940\/revisions\/1943"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/media\/1942"}],"wp:attachment":[{"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/media?parent=1940"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/categories?post=1940"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/research.binus.ac.id\/airdc\/wp-json\/wp\/v2\/tags?post=1940"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}