{"id":22390,"date":"2024-01-29T10:29:29","date_gmt":"2024-01-29T10:29:29","guid":{"rendered":"https:\/\/www.gdsonlione.tech\/optimizing-data-entry-processing-in-banking-with-rpa-2\/"},"modified":"2024-05-21T02:38:54","modified_gmt":"2024-05-21T02:38:54","slug":"du-an-chu-thich-du-lieu-xe-den-tu-thi-truong-my","status":"publish","type":"post","link":"https:\/\/www.gdsonline.tech\/vi\/du-an-chu-thich-du-lieu-xe-den-tu-thi-truong-my\/","title":{"rendered":"D\u1ef1 \u00e1n ch\u00fa th\u00edch d\u1eef li\u1ec7u xe \u0111\u1ebfn t\u1eeb th\u1ecb tr\u01b0\u1eddng M\u1ef9"},"content":{"rendered":"\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yeu_cau_cua_khach_hang\"><\/span><strong>Y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0110\u00e2y l\u00e0 d\u1ef1 \u00e1n ch\u00fa th\u00edch d\u1eef li\u1ec7u d\u00e0i h\u1ea1n trong l\u0129nh v\u1ef1c giao th\u00f4ng v\u1eadn t\u1ea3i v\u1edbi s\u1ed1 l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ea7n x\u1eed l\u00fd r\u1ea5t l\u1edbn. Kh\u00e1ch h\u00e0ng \u0111ang t\u00ecm ki\u1ebfm \u0111\u1ed1i t\u00e1c cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p \u0111\u1ec3 c\u00f3 th\u1ec3 g\u00e1n nh\u00e3n cho \u0111a d\u1ea1ng c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng (ph\u01b0\u01a1ng ti\u1ec7n xe, bi\u1ec3n b\u00e1o giao th\u00f4ng, m\u1eb7t \u0111\u01b0\u1eddng, l\u00e0n \u0111\u01b0\u1eddng) v\u1edbi c\u00e1c lo\u1ea1i ch\u00fa th\u00edch nh\u01b0 bounding box, polygon, polyline, 3D box&#8230; \u0110\u1eb7c bi\u1ec7t, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a d\u1ef1 \u00e1n n\u00e0y \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u l\u00ean t\u1edbi 99%.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Qua_trinh_trien_khai_cua_chung_toi\"><\/span><strong>Q\u00faa tr\u00ecnh tri\u1ec3n khai c\u1ee7a ch\u00fang t\u00f4i<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>V\u1edbi nhi\u1ec1u n\u0103m kinh nghi\u1ec7m trong c\u00e1c d\u1ef1 \u00e1n ng\u00e0nh c\u00f4ng nghi\u1ec7p \u00f4 t\u00f4 v\u00e0 giao th\u00f4ng v\u1eadn t\u1ea3i, ch\u00fang t\u00f4i \u0111\u00e3 c\u00f3 c\u01a1 h\u1ed9i h\u1ee3p t\u00e1c trong d\u1ef1 \u00e1n n\u00e0y v\u1edbi b\u1ea3n h\u1ed3 s\u01a1 n\u1ed5i b\u1eadt. Ngay sau \u0111\u00f3, ch\u00fang t\u00f4i b\u1eaft \u0111\u1ea7u th\u00e0nh l\u1eadp m\u1ed9t \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 chuy\u00ean vi\u00ean g\u1ed3m h\u01a1n 20 nh\u00e2n vi\u00ean ch\u00fa th\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 tri\u1ec3n khai d\u1ef1 \u00e1n trong h\u01a1n 4 n\u0103m. Trong qu\u00e1 tr\u00ecnh \u0111\u00f3, ch\u00fang t\u00f4i \u0111\u00e3 s\u1eed d\u1ee5ng c\u00e1c lo\u1ea1i ch\u00fa th\u00edch d\u1eef li\u1ec7u \u0111a d\u1ea1ng nh\u01b0 bounding box, polyline, polygon, and LiDAR \u0111\u1ec3 x\u1eed l\u00fd h\u00e0ng tri\u1ec7u d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh. V\u1ec1 ph\u00eda kh\u00e1ch h\u00e0ng, h\u1ecd r\u1ea5t \u1ea5n t\u01b0\u1ee3ng v\u1edbi n\u0103ng l\u1ef1c c\u1ee7a LTS GDS, \u0111i\u1ec1u \u0111\u00f3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh qua h\u00e0nh tr\u00ecnh h\u1ee3p t\u00e1c h\u01a1n 4 n\u0103m v\u1eeba qua. C\u00f3 th\u1ec3 n\u00f3i, d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao v\u00e0 \u0111\u00fang ti\u1ebfn \u0111\u1ed9 d\u1ef1 \u00e1n l\u00e0 ch\u00eca kh\u00f3a th\u00e0nh c\u00f4ng c\u1ee7a d\u1ef1 \u00e1n n\u00e0y.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ket_qua_dat_duoc\"><\/span><strong>K\u1ebft qu\u1ea3 \u0111\u1ea1t \u0111\u01b0\u1ee3c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>3.000.000 h\u00ecnh \u1ea3nh \u0111\u01b0\u1ee3c ch\u00fa th\u00edch<\/p>\n\n\n\n<p>\u0110\u1ed9 ch\u00ednh x\u00e1c \u0111\u1ea1t 99%<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng \u0110\u00e2y l\u00e0 d\u1ef1 \u00e1n ch\u00fa th\u00edch d\u1eef li\u1ec7u d\u00e0i h\u1ea1n trong l\u0129nh v\u1ef1c giao th\u00f4ng v\u1eadn t\u1ea3i v\u1edbi s\u1ed1 l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ea7n x\u1eed l\u00fd r\u1ea5t l\u1edbn. Kh\u00e1ch h\u00e0ng \u0111ang t\u00ecm ki\u1ebfm \u0111\u1ed1i t\u00e1c cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p \u0111\u1ec3 c\u00f3 th\u1ec3 g\u00e1n nh\u00e3n cho \u0111a d\u1ea1ng c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng (ph\u01b0\u01a1ng ti\u1ec7n xe, bi\u1ec3n b\u00e1o giao th\u00f4ng, m\u1eb7t \u0111\u01b0\u1eddng, l\u00e0n \u0111\u01b0\u1eddng) v\u1edbi c\u00e1c lo\u1ea1i ch\u00fa th\u00edch nh\u01b0 bounding box, polygon, polyline, 3D box&#8230; \u0110\u1eb7c bi\u1ec7t, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a d\u1ef1 \u00e1n n\u00e0y \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u l\u00ean t\u1edbi 99%. Q\u00faa tr\u00ecnh tri\u1ec3n khai c\u1ee7a ch\u00fang t\u00f4i V\u1edbi nhi\u1ec1u n\u0103m kinh nghi\u1ec7m trong c\u00e1c d\u1ef1 \u00e1n ng\u00e0nh c\u00f4ng nghi\u1ec7p \u00f4 t\u00f4 v\u00e0 giao th\u00f4ng v\u1eadn t\u1ea3i, ch\u00fang t\u00f4i \u0111\u00e3 c\u00f3 c\u01a1 h\u1ed9i h\u1ee3p t\u00e1c trong d\u1ef1 \u00e1n n\u00e0y v\u1edbi b\u1ea3n h\u1ed3 s\u01a1 n\u1ed5i b\u1eadt. Ngay sau \u0111\u00f3, ch\u00fang t\u00f4i b\u1eaft \u0111\u1ea7u th\u00e0nh l\u1eadp m\u1ed9t \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 chuy\u00ean vi\u00ean g\u1ed3m h\u01a1n 20 nh\u00e2n vi\u00ean ch\u00fa th\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 tri\u1ec3n khai d\u1ef1 \u00e1n trong h\u01a1n 4 n\u0103m. Trong qu\u00e1 tr\u00ecnh \u0111\u00f3, ch\u00fang t\u00f4i \u0111\u00e3 s\u1eed d\u1ee5ng c\u00e1c lo\u1ea1i ch\u00fa th\u00edch d\u1eef li\u1ec7u \u0111a d\u1ea1ng nh\u01b0 bounding box, polyline, polygon, and LiDAR \u0111\u1ec3 x\u1eed l\u00fd h\u00e0ng tri\u1ec7u d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh. V\u1ec1 ph\u00eda kh\u00e1ch h\u00e0ng, h\u1ecd r\u1ea5t \u1ea5n t\u01b0\u1ee3ng v\u1edbi n\u0103ng l\u1ef1c c\u1ee7a LTS GDS, \u0111i\u1ec1u \u0111\u00f3 \u0111\u01b0\u1ee3c ch\u1ee9ng minh qua h\u00e0nh tr\u00ecnh h\u1ee3p t\u00e1c h\u01a1n 4 n\u0103m v\u1eeba qua. C\u00f3 th\u1ec3 n\u00f3i, d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao v\u00e0 \u0111\u00fang ti\u1ebfn \u0111\u1ed9 d\u1ef1 \u00e1n l\u00e0 ch\u00eca kh\u00f3a th\u00e0nh c\u00f4ng c\u1ee7a d\u1ef1 \u00e1n n\u00e0y. K\u1ebft qu\u1ea3 \u0111\u1ea1t \u0111\u01b0\u1ee3c 3.000.000 h\u00ecnh \u1ea3nh \u0111\u01b0\u1ee3c ch\u00fa th\u00edch \u0110\u1ed9 ch\u00ednh x\u00e1c \u0111\u1ea1t 99%<\/p>\n","protected":false},"author":1,"featured_media":27351,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[85,76],"tags":[163],"_links":{"self":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts\/22390"}],"collection":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/comments?post=22390"}],"version-history":[{"count":3,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts\/22390\/revisions"}],"predecessor-version":[{"id":28449,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts\/22390\/revisions\/28449"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/media\/27351"}],"wp:attachment":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/media?parent=22390"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/categories?post=22390"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/tags?post=22390"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}