{"id":93856,"date":"2025-03-09T11:56:44","date_gmt":"2025-03-09T03:56:44","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=93856"},"modified":"2025-07-18T16:53:32","modified_gmt":"2025-07-18T08:53:32","slug":"tai-sao-aoi-nen-ket-hop-voi-ai","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/vi\/blog-vn\/tai-sao-aoi-nen-ket-hop-voi-ai\/","title":{"rendered":"T\u1ea1i sao AOI n\u00ean k\u1ebft h\u1ee3p v\u1edbi AI"},"content":{"rendered":"
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T\u1ea1i sao AOI n\u00ean k\u1ebft h\u1ee3p v\u1edbi AI<\/h1><\/div>\n\n\n\n
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Gi\u1edbi thi\u1ec7u v\u1ec1 AI + AOI<\/h2>\n\n\n\n
AI v\u00e0 AOI l\u00e0 hai c\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i \u0111\u00e3 thay \u0111\u1ed5i c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. M\u1ed7i c\u00f4ng ngh\u1ec7 ri\u00eang bi\u1ec7t \u0111\u00e3 ch\u1ee9ng minh \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb \u0111\u00e1ng k\u1ec3 trong vi\u1ec7c n\u00e2ng cao hi\u1ec7u qu\u1ea3, n\u0103ng su\u1ea5t v\u00e0 ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng. Tuy nhi\u00ean, khi k\u1ebft h\u1ee3p l\u1ea1i, s\u1ef1 k\u1ebft h\u1ee3p n\u00e0y m\u1edf ra ti\u1ec1m n\u0103ng l\u1edbn h\u01a1n r\u1ea5t nhi\u1ec1u cho ng\u01b0\u1eddi d\u00f9ng trong ng\u00e0nh c\u00f4ng nghi\u1ec7p. Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd kh\u00e1m ph\u00e1 l\u00fd do t\u1ea1i sao s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa AOI v\u00e0 AI l\u00e0 m\u1ed9t b\u01b0\u1edbc ngo\u1eb7t v\u00e0 nh\u1eefng l\u1ee3i \u00edch \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n m\u00e0 n\u00f3 c\u00f3 th\u1ec3 mang l\u1ea1i cho quy tr\u00ecnh ki\u1ec3m tra c\u1ee7a b\u1ea1n.<\/div>\n\n\n\n

AI l\u00e0 g\u00ec?<\/h3>\n\n\n\n
Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/a> l\u00e0 c\u00f4ng ngh\u1ec7 cho ph\u00e9p m\u00e1y m\u00f3c th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y c\u1ea7n \u0111\u1ebfn tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi. Nh\u1eefng nhi\u1ec7m v\u1ee5 n\u00e0y bao g\u1ed3m nh\u1eadn di\u1ec7n m\u1eabu, ra quy\u1ebft \u0111\u1ecbnh v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. C\u00e1c h\u1ec7 th\u1ed1ng AI c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u, li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c. Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng n\u00e0y l\u00e0m cho AI \u0111\u1eb7c bi\u1ec7t c\u00f3 gi\u00e1 tr\u1ecb trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p, bao g\u1ed3m c\u1ea3 s\u1ea3n xu\u1ea5t, n\u01a1i n\u00f3 c\u00f3 th\u1ec3 th\u00fac \u0111\u1ea9y s\u1ef1 c\u1ea3i thi\u1ec7n v\u1ec1 hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 n\u0103ng su\u1ea5t chung.<\/div>\n\n\n\n

AOI l\u00e0 g\u00ec?<\/h3>\n\n\n\n
Ki\u1ec3m tra quang h\u1ecdc t\u1ef1 \u0111\u1ed9ng (AOI)<\/a> l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 s\u1eed d\u1ee5ng m\u00e1y \u1ea3nh \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao v\u00e0 ph\u1ea7n m\u1ec1m x\u1eed l\u00fd h\u00ecnh \u1ea3nh ti\u00ean ti\u1ebfn \u0111\u1ec3 ki\u1ec3m tra v\u00e0 ph\u00e2n t\u00edch c\u00e1c s\u1ea3n ph\u1ea9m trong qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t, bao g\u1ed3m c\u00e1c linh ki\u1ec7n \u0111i\u1ec7n t\u1eed v\u00e0 b\u1ea3ng m\u1ea1ch in (PCB). H\u1ec7 th\u1ed1ng AOI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e1t hi\u1ec7n m\u1ed9t lo\u1ea1t c\u00e1c l\u1ed7i, ch\u1eb3ng h\u1ea1n nh\u01b0 thi\u1ebfu linh ki\u1ec7n, sai v\u1ecb tr\u00ed linh ki\u1ec7n v\u00e0 l\u1ed7i h\u00e0n, \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n ch\u1ea5t l\u01b0\u1ee3ng tr\u01b0\u1edbc khi ch\u00fang ti\u1ebfp t\u1ee5c tr\u00ean d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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L\u1ee3i \u00edch ch\u00ednh c\u1ee7a vi\u1ec7c k\u1ebft h\u1ee3p AOI v\u00e0 AI<\/h2>\n\n\n\n
S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa AOI v\u00e0 AI mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch, th\u00fac \u0111\u1ea9y s\u1ef1 c\u1ea3i ti\u1ebfn ho\u1ea1t \u0111\u1ed9ng trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 b\u1ed1n l\u1ee3i \u00edch ch\u00ednh c\u1ee7a vi\u1ec7c k\u1ebft h\u1ee3p hai c\u00f4ng ngh\u1ec7 m\u1ea1nh m\u1ebd n\u00e0y:<\/div>\n\n\n\n

T\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 v\u00e0 n\u0103ng su\u1ea5t cao h\u01a1n<\/h3>\n\n\n\n
H\u1ec7 th\u1ed1ng AOI c\u00f3 th\u1ec3 qu\u00e9t v\u00e0 ph\u00e2n t\u00edch nhanh ch\u00f3ng m\u1ed9t l\u01b0\u1ee3ng l\u1edbn linh ki\u1ec7n, trong khi AI h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u \u0111\u1ec3 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 s\u1ef1 \u0111\u1ed3ng nh\u1ea5t c\u1ee7a quy tr\u00ecnh ki\u1ec3m tra. S\u1ef1 k\u1ebft h\u1ee3p n\u00e0y gi\u1ea3m th\u1eddi gian ki\u1ec3m tra, t\u0103ng n\u0103ng su\u1ea5t t\u1ed5ng th\u1ec3 v\u00e0 gi\u00fap c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t ph\u1ea3n \u1ee9ng nhanh ch\u00f3ng h\u01a1n v\u1edbi nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/div>\n\n\n\n

\u0110\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n<\/h3>\n\n\n\n
Trong khi c\u00e1c h\u1ec7 th\u1ed1ng AOI r\u1ea5t hi\u1ec7u qu\u1ea3 trong vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c l\u1ed7i, ch\u00fang \u0111\u00f4i khi c\u00f3 th\u1ec3 t\u1ea1o ra k\u1ebft qu\u1ea3 sai ho\u1eb7c b\u1ecf qua c\u00e1c khi\u1ebfm khuy\u1ebft nh\u1ecf. Khi k\u1ebft h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m AI vision<\/a>, quy tr\u00ecnh ki\u1ec3m tra tr\u1edf n\u00ean ch\u00ednh x\u00e1c h\u01a1n r\u1ea5t nhi\u1ec1u. C\u00e1c h\u1ec7 th\u1ed1ng AI-driven vision ph\u00e2n t\u00edch d\u1eef li\u1ec7u ki\u1ec3m tra tr\u01b0\u1edbc \u0111\u00f3 \u0111\u1ec3 nh\u1eadn di\u1ec7n c\u00e1c m\u1eabu, li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n qu\u00e1 tr\u00ecnh ph\u00e1t hi\u1ec7n v\u00e0 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c theo th\u1eddi gian.<\/div>\n\n\n\n

Gi\u1ea3m chi ph\u00ed<\/h3>\n\n\n\n
T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh ki\u1ec3m tra th\u00f4ng qua vi\u1ec7c k\u1ebft h\u1ee3p AOI v\u00e0 AI gi\u00fap gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o lao \u0111\u1ed9ng th\u1ee7 c\u00f4ng, d\u1eabn \u0111\u1ebfn ti\u1ebft ki\u1ec7m \u0111\u00e1ng k\u1ec3 chi ph\u00ed lao \u0111\u1ed9ng. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m tra truy\u1ec1n th\u1ed1ng t\u1ed1n th\u1eddi gian v\u00e0 c\u00f4ng s\u1ee9c, nh\u01b0ng t\u1ef1 \u0111\u1ed9ng h\u00f3a gi\u00fap c\u00e1c c\u00f4ng ty h\u1ee3p l\u00fd h\u00f3a quy tr\u00ecnh. Th\u00eam v\u00e0o \u0111\u00f3, b\u1eb1ng c\u00e1ch ph\u00e1t hi\u1ec7n l\u1ed7i s\u1edbm h\u01a1n, c\u00e1c quy tr\u00ecnh ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng gi\u00fap gi\u1ea3m thi\u1ec3u chi ph\u00ed li\u00ean quan \u0111\u1ebfn vi\u1ec7c thu h\u1ed3i s\u1ea3n ph\u1ea9m, y\u00eau c\u1ea7u b\u1ea3o h\u00e0nh v\u00e0 l\u00e0m l\u1ea1i.<\/div>\n\n\n\n

ImC\u1ea3i thi\u1ec7n ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng<\/h3>\n\n\n\n
Vi\u1ec7c ph\u00e1t hi\u1ec7n l\u1ed7i<\/a> s\u1edbm l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 duy tr\u00ec c\u00e1c ti\u00eau chu\u1ea9n ch\u1ea5t l\u01b0\u1ee3ng cao. S\u1ee9c m\u1ea1nh k\u1ebft h\u1ee3p gi\u1eefa AOI v\u00e0 AI cho ph\u00e9p ki\u1ec3m tra to\u00e0n di\u1ec7n h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p th\u1ee7 c\u00f4ng, \u0111\u1ea3m b\u1ea3o ch\u1ec9 nh\u1eefng s\u1ea3n ph\u1ea9m \u0111\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n ch\u1ea5t l\u01b0\u1ee3ng nghi\u00eam ng\u1eb7t m\u1edbi \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ebfn tay kh\u00e1ch h\u00e0ng. Vi\u1ec7c ph\u00e1t hi\u1ec7n s\u1edbm n\u00e0y gi\u00fap gi\u1ea3m thi\u1ec3u nguy c\u01a1 s\u1ea3n ph\u1ea9m l\u1ed7i \u0111\u1ebfn tay kh\u00e1ch h\u00e0ng, b\u1ea3o v\u1ec7 uy t\u00edn th\u01b0\u01a1ng hi\u1ec7u v\u00e0 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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T\u00f3m t\u1eaft AI + AOI<\/h2>\n\n\n\n
Vi\u1ec7c t\u00edch h\u1ee3p AOI v\u1edbi AI c\u1ea3i thi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p ki\u1ec3m tra nhanh ch\u00f3ng v\u1edbi kh\u1ea3 n\u0103ng h\u1ecdc th\u00f4ng minh. AOI x\u1eed l\u00fd ph\u00e2n t\u00edch quy m\u00f4 l\u1edbn, trong khi AI tinh ch\u1ec9nh \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 th\u00edch nghi theo th\u1eddi gian. S\u1ef1 k\u1ebft h\u1ee3p n\u00e0y gi\u00fap gi\u1ea3m chi ph\u00ed, t\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 c\u1ee7ng c\u1ed1 ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng, cho ph\u00e9p c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u1ea3i thi\u1ec7n n\u0103ng su\u1ea5t v\u00e0 gi\u1ea3m thi\u1ec3u c\u00e1c l\u1ed7i. C\u00f9ng nhau, AOI v\u00e0 AI cung c\u1ea5p m\u1ed9t quy tr\u00ecnh ki\u1ec3m tra hi\u1ec7u qu\u1ea3 v\u00e0 \u0111\u00e1ng tin c\u1eady h\u01a1n, mang l\u1ea1i l\u1ee3i \u00edch cho c\u1ea3 hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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S\u1eb5n s\u00e0ng th\u1ea5y AI ho\u1ea1t \u0111\u1ed9ng? Kh\u00e1m ph\u00e1 c\u00e1c nghi\u00ean c\u1ee9u tr\u01b0\u1eddng h\u1ee3p c\u1ee7a ch\u00fang t\u00f4i<\/span><\/span><\/span><\/a><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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\"an<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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FAQ v\u1ec1 AI + AOI<\/h2>\n\n\n\n

S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa AOI v\u00e0 AI l\u00e0 g\u00ec?<\/h3>\n\n\n\n
AOI l\u00e0 c\u00f4ng ngh\u1ec7 s\u1eed d\u1ee5ng camera v\u00e0 ph\u1ea7n m\u1ec1m x\u1eed l\u00fd h\u00ecnh \u1ea3nh \u0111\u1ec3 ki\u1ec3m tra v\u00e0 ph\u00e2n t\u00edch c\u00e1c v\u1eadt ph\u1ea9m, trong khi AI l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c r\u1ed9ng l\u1edbn h\u01a1n, cho ph\u00e9p m\u00e1y m\u00f3c th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi tr\u00ed tu\u1ec7 con ng\u01b0\u1eddi, nh\u01b0 nh\u1eadn di\u1ec7n m\u1eabu v\u00e0 ra quy\u1ebft \u0111\u1ecbnh.<\/div>\n\n\n\n

L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng AI trong AOI l\u00e0 g\u00ec?<\/h3>\n\n\n\n
Vi\u1ec7c t\u00edch h\u1ee3p AI v\u00e0o AOI gi\u00fap n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a quy tr\u00ecnh ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng. C\u00e1c gi\u1ea3i ph\u00e1p AI vision<\/a> gi\u00fap c\u00e1c h\u1ec7 th\u1ed1ng h\u1ecdc t\u1eeb d\u1eef li\u1ec7u, ph\u00e1t hi\u1ec7n c\u00e1c khuy\u1ebft t\u1eadt tinh vi v\u00e0 c\u1ea3i thi\u1ec7n li\u00ean t\u1ee5c theo th\u1eddi gian, gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c m\u00e0 ph\u01b0\u01a1ng ph\u00e1p AOI truy\u1ec1n th\u1ed1ng c\u00f3 th\u1ec3 b\u1ecf qua.<\/div>\n\n\n\n

AI c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a AOI nh\u01b0 th\u1ebf n\u00e0o?<\/h3>\n\n\n\n
AI c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a AOI b\u1eb1ng c\u00e1ch cho ph\u00e9p m\u00e1y h\u1ecdc t\u1eeb d\u1eef li\u1ec7u ki\u1ec3m tra tr\u01b0\u1edbc \u0111\u00f3 v\u00e0 nh\u1eadn di\u1ec7n c\u00e1c m\u1eabu ph\u1ee9c t\u1ea1p trong c\u00e1c khuy\u1ebft t\u1eadt. Theo th\u1eddi gian, AI c\u00f3 th\u1ec3 th\u00edch \u1ee9ng v\u1edbi s\u1ef1 thay \u0111\u1ed5i trong m\u00f4i tr\u01b0\u1eddng ki\u1ec3m tra v\u00e0 tinh ch\u1ec9nh hi\u1ec7u su\u1ea5t c\u1ee7a m\u00ecnh, mang l\u1ea1i \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n.<\/div>\n\n\n\n

Nh\u1eefng ng\u00e0nh n\u00e0o s\u1eed d\u1ee5ng AOI + AI?<\/h3>\n\n\n\n
AOI v\u00e0 AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u01b0 s\u1ea3n xu\u1ea5t<\/a>, \u0111i\u1ec7n t\u1eed<\/a>, b\u00e1n d\u1eabn<\/a>, \u00f4 t\u00f4<\/a> v\u00e0 d\u01b0\u1ee3c ph\u1ea9m<\/a>, n\u01a1i vi\u1ec7c ki\u1ec3m tra ch\u00ednh x\u00e1c v\u00e0 ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng l\u00e0 r\u1ea5t quan tr\u1ecdng.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

Kh\u00e1m ph\u00e1 c\u00e1ch k\u1ebft h\u1ee3p AOI v\u1edbi AI t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng trong s\u1ea3n xu\u1ea5t, mang l\u1ea1i k\u1ebft qu\u1ea3 t\u1ed1t h\u01a1n th\u00f4ng qua t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>","protected":false},"author":875,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_row-id-gsbp-5aebb46{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap;min-height:250px;padding:0;overflow:hidden;background-size:cover;background-repeat:no-repeat;background-position:50% 68%;background-image:url(https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2024\/01\/\u2014Pngtree\u2014technological-sense-geometric-line-simple_932581-1.jpg);filter:brightness(1) contrast(1) 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