{"id":91897,"date":"2021-07-13T20:52:36","date_gmt":"2021-07-13T12:52:36","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=91897"},"modified":"2025-03-14T17:15:43","modified_gmt":"2025-03-14T09:15:43","slug":"alpr-and-shipping-container-number-recognition-using-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/vi\/cau-chuyen-thanh-cong\/alpr-and-shipping-container-number-recognition-using-ai\/","title":{"rendered":"ALPR v\u00e0 Nh\u1eadn d\u1ea1ng s\u1ed1 container v\u1eadn chuy\u1ec3n b\u1eb1ng AI"},"content":{"rendered":"
\n
<\/span>\"shipping
\n

SolVisionTr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng<\/strong><\/span><\/h2>\n\n\n\n
Logistics<\/a><\/div>\n<\/div><\/div>\n\n\n\n
<\/div>\n\n\n

ALPR v\u00e0 Nh\u1eadn d\u1ea1ng s\u1ed1 container v\u1eadn chuy\u1ec3n b\u1eb1ng AI<\/h1>\n\n\n
<\/div>\n<\/div><\/div>\n\n\n\n
\n
\n

Tr\u01b0\u1eddng h\u1ee3p<\/h2>\n\n\n\n
\n

Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 t\u1ef1 \u0111\u1ed9ng trong h\u1eadu c\u1ea7n v\u00e0 v\u1eadn t\u1ea3i<\/h3>\n\n\n\n

Nh\u00e0 ga h\u00e0ng h\u00f3a l\u00e0 trung t\u00e2m quan tr\u1ecdng trong h\u1eadu c\u1ea7n, cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 nh\u01b0 l\u01b0u tr\u1eef container, b\u1ea3o d\u01b0\u1ee1ng, ki\u1ec3m tra v\u00e0 kho b\u00e3i. Hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c nh\u00e0 ga n\u00e0y l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 duy tr\u00ec ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5. M\u1ed7i container v\u1eadn chuy\u1ec3n \u0111\u01b0\u1ee3c c\u1ea5p m\u1ed9t s\u1ed1 nh\u1eadn d\u1ea1ng duy nh\u1ea5t, trong khi c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n v\u1eadn chuy\u1ec3n c\u00e1c container n\u00e0y \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh b\u1eb1ng bi\u1ec3n s\u1ed1 xe. Theo d\u00f5i v\u00e0 x\u00e1c minh c\u1ea3 s\u1ed1 container v\u1eadn chuy\u1ec3n v\u00e0 bi\u1ec3n s\u1ed1 xe ch\u1edf h\u00e0ng l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 c\u1ee7a nh\u00e0 ga.<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
<\/div>\n\n\n\n
\"A<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
\n
\n

Th\u00e1ch th\u1ee9c<\/h2>\n\n\n\n
\n

Nh\u1eadn d\u1ea1ng bi\u1ec3n s\u1ed1 xe v\u00e0 s\u1ed1 container v\u1eadn chuy\u1ec3n<\/h3>\n\n\n\n

Vi\u1ec7c ki\u1ec3m tra bi\u1ec3n s\u1ed1 xe ch\u1edf h\u00e0ng v\u00e0 s\u1ed1 nh\u1eadn d\u1ea1ng container v\u1eadn chuy\u1ec3n \u0111\u1eb7t ra nh\u1eefng th\u00e1ch th\u1ee9c \u0111\u00e1ng k\u1ec3 do v\u1ecb tr\u00ed thay \u0111\u1ed5i v\u00e0 \u0111i\u1ec1u ki\u1ec7n \u00e1nh s\u00e1ng kh\u00f4ng th\u1ec3 \u0111o\u00e1n tr\u01b0\u1edbc trong c\u00e1c nh\u00e0 ga container. Bi\u1ec3n s\u1ed1 xe c\u00f3 th\u1ec3 b\u1ecb nghi\u00eang ho\u1eb7c b\u1ecb che khu\u1ea5t m\u1ed9t ph\u1ea7n, khi\u1ebfn ch\u00fang kh\u00f3 \u0111\u1ecdc, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong nh\u1eefng t\u00ecnh hu\u1ed1ng thi\u1ebfu s\u00e1ng ho\u1eb7c ch\u00f3i l\u00f3a. T\u01b0\u01a1ng t\u1ef1 nh\u01b0 v\u1eady, s\u1ed1 container v\u1eadn chuy\u1ec3n, th\u01b0\u1eddng \u0111\u01b0\u1ee3c in \u1edf b\u00ean ngo\u00e0i, c\u00f3 th\u1ec3 kh\u00e1c nhau v\u1ec1 k\u00edch th\u01b0\u1edbc ph\u00f4ng ch\u1eef, m\u00e0u s\u1eafc v\u00e0 \u0111\u1ed9 r\u00f5 n\u00e9t, d\u1eabn \u0111\u1ebfn kh\u00f3 kh\u0103n trong vi\u1ec7c nh\u1eadn d\u1ea1ng. Nh\u1eefng s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n n\u00e0y, k\u1ebft h\u1ee3p v\u1edbi m\u00f4i tr\u01b0\u1eddng n\u0103ng \u0111\u1ed9ng c\u1ee7a c\u00e1c nh\u00e0 ga, \u0111\u00f2i h\u1ecfi c\u00f4ng ngh\u1ec7 m\u1ea1nh m\u1ebd c\u00f3 kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n v\u00e0 gi\u1ea3i th\u00edch ch\u00ednh x\u00e1c c\u1ea3 bi\u1ec3n s\u1ed1 xe ch\u1edf h\u00e0ng v\u00e0 s\u1ed1 container v\u1eadn chuy\u1ec3n trong c\u00e1c \u0111i\u1ec1u ki\u1ec7n kh\u00e1c nhau.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

\n
\n

Gi\u1ea3i ph\u00e1p<\/h2>\n\n\n\n
\n

Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc \u0111\u01b0\u1ee3c t\u0103ng c\u01b0\u1eddng b\u1eb1ng AI v\u1edbi SolVision<\/h3>\n\n\n\n

SolVision<\/a> t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR) <\/a>ti\u00ean ti\u1ebfn \u0111\u1ec3 cho ph\u00e9p Nh\u1eadn d\u1ea1ng bi\u1ec3n s\u1ed1 xe t\u1ef1 \u0111\u1ed9ng (ALPR) v\u00e0 nh\u1eadn d\u1ea1ng s\u1ed1 container v\u1eadn chuy\u1ec3n ch\u00ednh x\u00e1c. H\u1ec7 th\u1ed1ng \u0111\u1ecdc hi\u1ec7u qu\u1ea3 bi\u1ec3n s\u1ed1 xe ch\u1edf h\u00e0ng v\u00e0 s\u1ed1 container v\u1eadn chuy\u1ec3n, ngay c\u1ea3 khi ph\u00f4ng ch\u1eef, m\u00e0u s\u1eafc v\u00e0 v\u1ecb tr\u00ed c\u1ee7a c\u00e1c k\u00fd t\u1ef1 kh\u00e1c nhau. B\u1eb1ng c\u00e1ch \u0111\u00e0o t\u1ea1o m\u1ed9t m\u00f4 h\u00ecnh AI nhanh v\u1edbi m\u1ed9t t\u1eadp h\u1ee3p h\u00ecnh \u1ea3nh m\u1eabu \u0111a d\u1ea1ng, SolVision t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u tr\u1ef1c quan th\u00e0nh th\u00f4ng tin s\u1ed1 h\u00f3a. Kh\u1ea3 n\u0103ng n\u00e0y c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a qu\u00e1 tr\u00ecnh ki\u1ec3m tra v\u00e0 h\u1ee3p l\u00fd h\u00f3a c\u00e1c quy tr\u00ecnh qu\u1ea3n l\u00fd h\u1eadu c\u1ea7n, cho ph\u00e9p theo d\u00f5i v\u00e0 x\u00e1c minh hi\u1ec7u qu\u1ea3 trong c\u00e1c nh\u00e0 ga container.<\/p>\n\n\n\n

<\/div>\n\n\n\n
\n

Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc AI<\/h4>\n\n\n\n
\n
\n
\"A<\/figure>\n<\/div>\n\n\n

Nh\u1eadn d\u1ea1ng s\u1ed1 container v\u1eadn chuy\u1ec3n<\/strong><\/p>\n<\/div>\n\n\n\n

\n
\"A<\/figure>\n<\/div>\n\n\n

Nh\u1eadn d\u1ea1ng bi\u1ec3n s\u1ed1 xe t\u1ef1 \u0111\u1ed9ng<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

\n
\n

K\u1ebft qu\u1ea3<\/h2>\n\n\n\n
\n
<\/path><\/svg>T\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd h\u00e0ng h\u00f3a \u0111\u1ec3 theo d\u00f5i th\u1eddi gian th\u1ef1c<\/span><\/div>
<\/path><\/svg>N\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng th\u00f4ng qua s\u1ed1 h\u00f3a d\u1eef li\u1ec7u ch\u00ednh x\u00e1c<\/span><\/div>
<\/path><\/svg>T\u1ef1 \u0111\u1ed9ng ch\u1ee5p v\u00e0 x\u00e1c minh bi\u1ec3n s\u1ed1 xe v\u00e0 s\u1ed1 container<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

C\u00f4ng ngh\u1ec7 OCR h\u1ed7 tr\u1ee3 AI c\u1ee7a SolVision cho ph\u00e9p nh\u1eadn d\u1ea1ng bi\u1ec3n s\u1ed1 xe (ALPR) v\u00e0 s\u1ed1 container v\u1eadn chuy\u1ec3n m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, gi\u00fap n\u00e2ng cao ho\u1ea1t \u0111\u1ed9ng v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a.<\/p>","protected":false},"author":36,"featured_media":21444,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-5f6009ef-2b72{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:50px}#gspb_heading-id-gsbp-5f6009ef-2b72 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-5f6009ef-2b72 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-5f6009ef-2b72{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, #ffffff)}.gspb_text-id-gsbp-fa6ec577-bc74{font-size:20px;text-align:center!important;font-weight:500!important}.gspb_text-id-gsbp-fa6ec577-bc74 .gsap-g-line{text-align:center!important}.gspb_text-id-gsbp-fa6ec577-bc74,.gspb_text-id-gsbp-fa6ec577-bc74 .wp-block a,.gspb_text-id-gsbp-fa6ec577-bc74 a{color:var(--wp--preset--color--white, #ffffff)}.gspb_text-id-gsbp-fa6ec577-bc74 .wp-block a:hover,.gspb_text-id-gsbp-fa6ec577-bc74 a:hover{color:#e4002b}#gspb_row-id-gsbp-80c4ab92-310f{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-80c4ab92-310f>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}div[id^=gspb_col-id]{box-sizing:border-box;position:relative;padding:var(--gs-row-column-padding, 15px min(3vw, 20px))}body.gspb-bodyfront #gspb_row-id-gsbp-1c111ca0-9553>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-37f108c>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-80c4ab92-310f>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-d42f33aa-ff0f>.gspb_row__content{max-width:var(--wp--style--global--wide-size, 1200px)}#gspb_col-id-gsbp-0003f701-9b2d.gspb_row__col--6{width:50%}@media (max-width:575.98px){#gspb_col-id-gsbp-0003f701-9b2d.gspb_row__col--6{width:100%}}#gspb_heading-id-gsbp-2e30a2cf-b972{font-weight:400!important;color:var(--gs-colorone);margin-top:0;margin-bottom:0}.gspb_container-id-gsbp-6862c963-ba9c,.gspb_container-id-gsbp-8dba7f06-2689{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-529870fa-e2e8.gspb_container>p:last-of-type,#gspb_container-id-gsbp-6862c963-ba9c.gspb_container>p:last-of-type,#gspb_container-id-gsbp-8c4eb2e6-78ce.gspb_container>p:last-of-type,#gspb_container-id-gsbp-8dba7f06-2689.gspb_container>p:last-of-type,#gspb_container-id-gsbp-942a9ab.gspb_container>p:last-of-type,#gspb_container-id-gsbp-df075655-2335.gspb_container>p:last-of-type{margin-bottom:0}#gspb_container-id-gsbp-8dba7f06-2689.gspb_container{position:relative}#gspb_heading-id-gsbp-4b66311b-db5a{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_col-id-gsbp-7e0fe0fc-8602.gspb_row__col--6{width:50%}@media (max-width:575.98px){#gspb_col-id-gsbp-7e0fe0fc-8602.gspb_row__col--6{width:100%}}#gspb_container-id-gsbp-6862c963-ba9c.gspb_container{position:relative}#gspb_image-id-gsbp-91106dc8-9f52{text-align:center;padding:10px;height:auto}#gspb_image-id-gsbp-91106dc8-9f52 img{object-position:50% 50%;vertical-align:middle;display:inline-block;box-sizing:border-box;max-width:100%;width:600px;height:auto}@media (max-width:991.98px){#gspb_image-id-gsbp-91106dc8-9f52,#gspb_image-id-gsbp-91106dc8-9f52 img{height:auto}}@media (max-width:767.98px){#gspb_image-id-gsbp-91106dc8-9f52,#gspb_image-id-gsbp-91106dc8-9f52 img{height:auto}}@media (max-width:575.98px){#gspb_image-id-gsbp-91106dc8-9f52,#gspb_image-id-gsbp-91106dc8-9f52 img{height:auto}}#gspb_row-id-gsbp-1c111ca0-9553{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-1c111ca0-9553>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-aa3cf9aa-1058.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-aa3cf9aa-1058.gspb_row__col--12{width:100%}}#gspb_heading-id-gsbp-466236d0-ac25{font-weight:400!important;color:var(--gs-colorone);margin-bottom:0}#gspb_container-id-gsbp-df075655-2335.gspb_container{position:relative}#gspb_heading-id-gsbp-d1d4af1d-e2e9{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_row-id-gsbp-37f108c{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-37f108c>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-52eaba7.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-52eaba7.gspb_row__col--12{width:100%}}#gspb_heading-id-gsbp-a4a4b58{font-weight:400!important;color:var(--gs-colorone)}.gspb_container-id-gsbp-529870fa-e2e8,.gspb_container-id-gsbp-942a9ab,.gspb_container-id-gsbp-df075655-2335{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-942a9ab.gspb_container{position:relative;margin-bottom:0}#gspb_heading-id-gsbp-949fd61{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_container-id-gsbp-529870fa-e2e8.gspb_container,.gspb_row{position:relative}#gspb_heading-id-gsbp-3a09d084-62e5,#gspb_heading-id-gsbp-3a09d084-62e5 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-3a09d084-62e5{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_row-id-gsbp-d42f33aa-ff0f{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-d42f33aa-ff0f>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-feef3728-2b03.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-feef3728-2b03.gspb_row__col--12{width:100%}}#gspb_heading-id-gsbp-db4f8a6d-2f77{font-weight:400!important;color:var(--gs-colorone)}.gspb_container-id-gsbp-8c4eb2e6-78ce{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-8c4eb2e6-78ce.gspb_container{position:relative}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList .gspb_iconsList__item__text{margin-left:15px}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList .gspb_iconsList__item{display:flex;flex-direction:row;align-items:center;position:relative;font-size:20px;line-height:30px;font-weight:700!important;color:var(--wp--preset--color--black, #000000);margin-bottom:24px}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList .gspb_iconsList__item svg path{fill:#2184f9!important}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='0'] svg{height:20px!important;width:20px!important;min-width:20px!important;fill:var(--gs-colorone)!important;margin:0!important}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='0'] svg path{fill:var(--gs-colorone)!important}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='1'] svg,#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='2'] svg{height:20px!important;width:20px!important;min-width:20px!important;fill:var(--gs-colorone)!important;margin:0!important}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='1'] svg path,#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='2'] svg path{fill:var(--gs-colorone)!important}","footnotes":""},"categories":[3895,3923,3925,3919],"tags":[],"class_list":["post-91897","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cau-chuyen-thanh-cong","category-logistics-vn","category-ocr","category-solvision-vn"],"acf":[],"lang":"vi","translations":{"vi":91897,"en":32265,"es":82273,"tw":80249,"zh":80805,"jp":82049,"pt":86177,"de":87617,"fr":89112,"tr":90656,"th":96228,"it":98182,"ko":94174},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/posts\/91897","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/users\/36"}],"replies":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/comments?post=91897"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/posts\/91897\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/media\/21444"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/media?parent=91897"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/categories?post=91897"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/vi\/wp-json\/wp\/v2\/tags?post=91897"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}