{"id":13614,"date":"2017-08-29T20:15:15","date_gmt":"2017-08-29T13:15:15","guid":{"rendered":"https:\/\/www.nstda.or.th\/archives\/?p=13614"},"modified":"2021-09-25T20:20:07","modified_gmt":"2021-09-25T13:20:07","slug":"challenge-on-advanced-traffic-monitoring","status":"publish","type":"post","link":"https:\/\/www.nstda.or.th\/archives\/challenge-on-advanced-traffic-monitoring\/","title":{"rendered":"\u0e17\u0e35\u0e21\u0e19\u0e31\u0e01\u0e27\u0e34\u0e08\u0e31\u0e22\u0e40\u0e19\u0e04\u0e40\u0e17\u0e04 \u0e0a\u0e19\u0e30\u0e01\u0e32\u0e23\u0e41\u0e02\u0e48\u0e07\u0e02\u0e31\u0e19 Challenge on Advanced Traffic Monitoring"},"content":{"rendered":"<p>\u0e14\u0e23.\u0e28\u0e35\u0e15\u0e20\u0e32 \u0e23\u0e38\u0e08\u0e34\u0e40\u0e01\u0e35\u0e22\u0e23\u0e15\u0e34\u0e01\u0e33\u0e08\u0e23 \u0e41\u0e25\u0e30 \u0e14\u0e23.\u0e13\u0e31\u0e10\u0e0a\u0e31\u0e22 \u0e27\u0e31\u0e0a\u0e23\u0e32\u0e20\u0e34\u0e19\u0e0a\u0e31\u0e22 \u0e19\u0e31\u0e01\u0e27\u0e34\u0e08\u0e31\u0e22\u0e08\u0e32\u0e01\u0e2b\u0e49\u0e2d\u0e07\u0e1b\u0e0f\u0e34\u0e1a\u0e31\u0e15\u0e34\u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e20\u0e32\u0e1e \u0e2b\u0e19\u0e48\u0e27\u0e22\u0e27\u0e34\u0e08\u0e31\u0e22\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e48\u0e2d\u0e2a\u0e32\u0e23\u0e02\u0e2d\u0e07\u0e21\u0e19\u0e38\u0e29\u0e22\u0e4c \u0e28\u0e39\u0e19\u0e22\u0e4c\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2d\u0e34\u0e40\u0e25\u0e47\u0e01\u0e17\u0e23\u0e2d\u0e19\u0e34\u0e01\u0e2a\u0e4c\u0e41\u0e25\u0e30\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c\u0e41\u0e2b\u0e48\u0e07\u0e0a\u0e32\u0e15\u0e34 (\u0e40\u0e19\u0e04\u0e40\u0e17\u0e04) \u0e2a\u0e27\u0e17\u0e0a. \u0e19\u0e33\u0e1c\u0e25\u0e07\u0e32\u0e19\u0e0a\u0e37\u0e48\u0e2d Vehicle Detection with Sub-Class Training using R-CNN for the DETRAC Benchmark \u0e44\u0e1b\u0e0a\u0e19\u0e30\u0e01\u0e32\u0e23\u0e41\u0e02\u0e48\u0e07\u0e02\u0e31\u0e19 Challenge on Advanced Traffic Monitoring \u0e23\u0e32\u0e07\u0e27\u0e31\u0e25 T4S Detection Challenge Winner \u0e40\u0e21\u0e37\u0e48\u0e2d\u0e27\u0e31\u0e19\u0e17\u0e35\u0e48 29 \u0e2a.\u0e04. 2560 \u0e17\u0e35\u0e48\u0e1c\u0e48\u0e32\u0e19\u0e21\u0e32 \u0e08\u0e31\u0e14\u0e42\u0e14\u0e22 IEEE International Conference on Advanced Video and Signal based Surveillance \u0e13 \u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e2d\u0e34\u0e15\u0e32\u0e25\u0e35<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-13617\" src=\"https:\/\/www.nstda.or.th\/archives\/wp-content\/uploads\/2017\/08\/Pic-VehicleDetection-Award1.jpg\" alt=\"\" width=\"450\" height=\"334\" srcset=\"https:\/\/www.nstda.or.th\/archives\/wp-content\/uploads\/2017\/08\/Pic-VehicleDetection-Award1.jpg 450w, https:\/\/www.nstda.or.th\/archives\/wp-content\/uploads\/2017\/08\/Pic-VehicleDetection-Award1-300x223.jpg 300w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/><\/p>\n<p><!--more--><\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-13616\" src=\"https:\/\/www.nstda.or.th\/archives\/wp-content\/uploads\/2017\/08\/Pic-VehicleDetection-Award2.jpg\" alt=\"\" width=\"450\" height=\"332\" srcset=\"https:\/\/www.nstda.or.th\/archives\/wp-content\/uploads\/2017\/08\/Pic-VehicleDetection-Award2.jpg 450w, https:\/\/www.nstda.or.th\/archives\/wp-content\/uploads\/2017\/08\/Pic-VehicleDetection-Award2-300x221.jpg 300w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/><\/p>\n<p>\u0e41\u0e23\u0e07\u0e1a\u0e31\u0e19\u0e14\u0e32\u0e25\u0e43\u0e08\u0e43\u0e19\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e1c\u0e25\u0e07\u0e32\u0e19 \u0e04\u0e37\u0e2d \u0e01\u0e32\u0e23\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e19\u0e33\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e17\u0e32\u0e07 Deep Learning \u0e44\u0e1b\u0e1b\u0e23\u0e30\u0e22\u0e38\u0e01\u0e15\u0e4c\u0e43\u0e0a\u0e49\u0e14\u0e49\u0e32\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e20\u0e32\u0e1e CCTV \u0e17\u0e35\u0e48\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e08\u0e23\u0e32\u0e08\u0e23 \u0e42\u0e14\u0e22\u0e08\u0e38\u0e14\u0e40\u0e14\u0e48\u0e19\u0e02\u0e2d\u0e07\u0e1c\u0e25\u0e07\u0e32\u0e19 \u0e04\u0e37\u0e2d \u0e1c\u0e25\u0e01\u0e32\u0e23\u0e17\u0e14\u0e2a\u0e2d\u0e1a\u0e02\u0e2d\u0e07\u0e2d\u0e31\u0e25\u0e01\u0e2d\u0e23\u0e34\u0e17\u0e36\u0e21\u0e17\u0e35\u0e48\u0e2a\u0e48\u0e07\u0e41\u0e02\u0e48\u0e07\u0e02\u0e31\u0e19\u0e44\u0e14\u0e49\u0e04\u0e27\u0e32\u0e21\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e2a\u0e39\u0e07\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14 \u0e04\u0e37\u0e2d \u0e23\u0e49\u0e2d\u0e22\u0e25\u0e30 93.43<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0e14\u0e23.\u0e28\u0e35\u0e15\u0e20\u0e32 \u0e23\u0e38\u0e08\u0e34\u0e40\u0e01\u0e35\u0e22\u0e23\u0e15\u0e34\u0e01\u0e33\u0e08\u0e23 \u0e41\u0e25\u0e30 \u0e14\u0e23.\u0e13\u0e31\u0e10\u0e0a\u0e31\u0e22 \u0e27\u0e31\u0e0a\u0e23\u0e32\u0e20\u0e34\u0e19\u0e0a\u0e31\u0e22 \u0e19\u0e31\u0e01\u0e27\u0e34\u0e08\u0e31\u0e22\u0e08\u0e32\u0e01\u0e2b\u0e49\u0e2d\u0e07\u0e1b\u0e0f\u0e34\u0e1a\u0e31\u0e15\u0e34\u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e20\u0e32\u0e1e \u0e2b\u0e19\u0e48\u0e27\u0e22\u0e27\u0e34\u0e08\u0e31\u0e22\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e48\u0e2d\u0e2a\u0e32\u0e23\u0e02\u0e2d\u0e07\u0e21\u0e19\u0e38\u0e29\u0e22\u0e4c \u0e28\u0e39\u0e19\u0e22\u0e4c\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2d\u0e34\u0e40\u0e25\u0e47\u0e01\u0e17\u0e23\u0e2d\u0e19\u0e34\u0e01\u0e2a\u0e4c\u0e41\u0e25\u0e30\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c\u0e41\u0e2b\u0e48\u0e07\u0e0a\u0e32\u0e15\u0e34 (\u0e40\u0e19\u0e04\u0e40\u0e17\u0e04) \u0e2a\u0e27\u0e17\u0e0a. \u0e19\u0e33\u0e1c\u0e25\u0e07\u0e32\u0e19\u0e0a\u0e37\u0e48\u0e2d Vehicle Detection with Sub-Class Training using R-CNN for the DETRAC Benchmark \u0e44\u0e1b\u0e0a\u0e19\u0e30\u0e01\u0e32\u0e23\u0e41\u0e02\u0e48\u0e07\u0e02\u0e31\u0e19 Challenge on Advanced Traffic Monitoring \u0e23\u0e32\u0e07\u0e27\u0e31\u0e25 T4S Detection Challenge Winner \u0e40\u0e21\u0e37\u0e48\u0e2d\u0e27\u0e31\u0e19\u0e17\u0e35\u0e48 29 \u0e2a.\u0e04. 2560 \u0e17\u0e35\u0e48\u0e1c\u0e48\u0e32\u0e19\u0e21\u0e32 \u0e08\u0e31\u0e14\u0e42\u0e14\u0e22 IEEE International Conference on Advanced Video and Signal based Surveillance \u0e13 \u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e2d\u0e34\u0e15\u0e32\u0e25\u0e35<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,821,493],"tags":[3885,1060,3890,3892,3891,3889,3887,3886,604,1273,3888],"class_list":["post-13614","post","type-post","status-publish","format-standard","hentry","category-nstda-archives","category-nectec","category-493","tag-challenge-on-advanced-traffic-monitoring","tag-deep-learning","tag-ieee-international-conference-on-advanced-video-and-signal-based-surveillance","tag-3892","tag--cctv","tag-3889","tag-3887","tag-3886","tag-604","tag-1273","tag-3888"],"_links":{"self":[{"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/posts\/13614","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/comments?post=13614"}],"version-history":[{"count":3,"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/posts\/13614\/revisions"}],"predecessor-version":[{"id":13619,"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/posts\/13614\/revisions\/13619"}],"wp:attachment":[{"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/media?parent=13614"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/categories?post=13614"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nstda.or.th\/archives\/wp-json\/wp\/v2\/tags?post=13614"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}