{"id":93985,"date":"2025-03-14T16:45:46","date_gmt":"2025-03-14T08:45:46","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=93985"},"modified":"2025-07-18T16:55:22","modified_gmt":"2025-07-18T08:55:22","slug":"su-khac-biet-giua-ai-va-aoi","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/vi\/blog-vn\/su-khac-biet-giua-ai-va-aoi\/","title":{"rendered":"S\u1ef1 Kh\u00e1c Bi\u1ec7t Gi\u1eefa AI v\u00e0 AOI"},"content":{"rendered":"
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S\u1ef1 Kh\u00e1c Bi\u1ec7t Gi\u1eefa AI v\u00e0 AOI<\/h1><\/div>\n\n\n\n
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Gi\u1edbi Thi\u1ec7u v\u1ec1 AOI<\/h2>\n\n\n\n
S\u1ef1 chuy\u1ec3n m\u00ecnh t\u1eeb th\u1eddi \u0111\u1ea1i s\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t v\u1edbi s\u1ef1 \u0111a d\u1ea1ng h\u1ea1n ch\u1ebf sang m\u00f4 h\u00ecnh s\u1ea3n xu\u1ea5t \u0111\u1ed9ng, nh\u1ea5n m\u1ea1nh v\u00e0o vi\u1ec7c s\u1ea3n xu\u1ea5t h\u00e0ng h\u00f3a v\u1edbi s\u1ed1 l\u01b0\u1ee3ng th\u1ea5p v\u00e0 \u0111a d\u1ea1ng cao, \u0111\u00e3 l\u00e0m cho vi\u1ec7c ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 ki\u1ec3m tra tr\u1edf n\u00ean ph\u1ee9c t\u1ea1p v\u00e0 \u0111\u1ea7y th\u1eed th\u00e1ch h\u01a1n. C\u00e1c s\u1ea3n ph\u1ea9m hi\u1ec7n nay c\u00f3 nhi\u1ec1u h\u00ecnh d\u1ea1ng, k\u00edch th\u01b0\u1edbc, v\u1eadt li\u1ec7u v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m kh\u00e1c nhau, \u0111i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn c\u00e1c khuy\u1ebft t\u1eadt kh\u00f3 x\u00e1c \u0111\u1ecbnh h\u01a1n.

Do \u0111\u00f3, h\u1ec7 th\u1ed1ng AOI (Ki\u1ec3m Tra Quang H\u1ecdc T\u1ef1 \u0110\u1ed9ng)<\/a> \u0111\u00e3 tr\u1edf th\u00e0nh gi\u1ea3i ph\u00e1p ch\u1ee7 \u0111\u1ea1o \u0111\u1ec3 ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt trong c\u00e1c quy tr\u00ecnh c\u00f4ng nghi\u1ec7p. Tuy nhi\u00ean, AOI truy\u1ec1n th\u1ed1ng ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c m\u1eabu khuy\u1ebft t\u1eadt \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc v\u00e0 c\u00e1c tham s\u1ed1 c\u1ed1 \u0111\u1ecbnh \u0111\u1ec3 ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt<\/a>, \u0111i\u1ec1u n\u00e0y h\u1ea1n ch\u1ebf kh\u1ea3 n\u0103ng c\u1ee7a h\u1ec7 th\u1ed1ng AOI trong vi\u1ec7c ki\u1ec3m tra nhanh ch\u00f3ng v\u00e0 linh ho\u1ea1t. Kh\u1ea3 n\u0103ng c\u00e1c h\u1ec7 th\u1ed1ng ki\u1ec3m tra truy\u1ec1n th\u1ed1ng b\u1ecf s\u00f3t khuy\u1ebft t\u1eadt t\u0103ng l\u00ean \u0111\u00e1ng k\u1ec3; tuy nhi\u00ean, AI mang \u0111\u1ebfn m\u1ed9t gi\u1ea3i ph\u00e1p chuy\u1ec3n \u0111\u1ed5i cho th\u1ecb gi\u00e1c m\u00e1y t\u00ednh b\u1eb1ng c\u00e1ch t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c ki\u1ec3m tra linh ho\u1ea1t v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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Ph\u00e1t Hi\u1ec7n Khuy\u1ebft T\u1eadt S\u1eed D\u1ee5ng AOI<\/h2>\n\n\n\n
Khi c\u00e1c s\u1ea3n ph\u1ea9m \u0111i\u1ec7n t\u1eed ti\u00eau d\u00f9ng ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u01b0 b\u00e1n d\u1eabn<\/a>, quang \u0111i\u1ec7n t\u1eed<\/a> v\u00e0 s\u1ea3n xu\u1ea5t th\u00f4ng minh<\/a> \u0111ang tr\u1ea3i qua s\u1ef1 t\u0103ng tr\u01b0\u1edfng m\u1ea1nh m\u1ebd. V\u1edbi c\u00e1c khuy\u1ebft t\u1eadt c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ch\u1ee9c n\u0103ng c\u1ee7a s\u1ea3n ph\u1ea9m, nhu c\u1ea7u v\u1ec1 n\u0103ng su\u1ea5t cao h\u01a1n trong c\u00e1c ng\u00e0nh s\u1ea3n xu\u1ea5t \u0111ang ng\u00e0y c\u00e0ng t\u0103ng. C\u00e1c d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t truy\u1ec1n th\u1ed1ng tr\u01b0\u1edbc \u0111\u00e2y \u0111\u00e3 ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c ki\u1ec3m tra th\u1ee7 c\u00f4ng c\u00e1c m\u1eabu khuy\u1ebft t\u1eadt s\u1ea3n ph\u1ea9m, nh\u01b0ng ph\u01b0\u01a1ng ph\u00e1p n\u00e0y kh\u00f4ng \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u ki\u1ec3m tra k\u1ef9 l\u01b0\u1ee1ng v\u00e0 hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t.

C\u00e1c h\u1ec7 th\u1ed1ng AOI, \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, k\u1ebft h\u1ee3p m\u1ed9t c\u00e1ch li\u1ec1n m\u1ea1ch quang h\u1ecdc, \u0111i\u1ec1u khi\u1ec3n \u0111i\u1ec7n t\u1eed, c\u01a1 kh\u00ed v\u00e0 ph\u1ea7n m\u1ec1m ki\u1ec3m tra \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 ki\u1ec3m tra ch\u00ednh x\u00e1c. Nh\u1eefng h\u1ec7 th\u1ed1ng n\u00e0y c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt b\u1eb1ng c\u00e1ch l\u00e0m n\u1ed5i b\u1eadt c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m h\u00ecnh \u1ea3nh th\u00f4ng qua c\u00e1c c\u1ea5u h\u00ecnh ngu\u1ed3n s\u00e1ng t\u1ed1i \u01b0u v\u00e0 s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt x\u1eed l\u00fd h\u00ecnh \u1ea3nh m\u00e1y t\u00ednh ti\u00ean ti\u1ebfn \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh v\u1ecb tr\u00ed v\u00e0 ki\u1ec3m tra ch\u00ednh x\u00e1c. B\u1eb1ng c\u00e1ch nhanh ch\u00f3ng qu\u00e9t c\u00e1c khuy\u1ebft t\u1eadt, ch\u1ea5t b\u1ea9n v\u00e0 s\u1ef1 kh\u00f4ng \u0111\u1ec1u \u1edf c\u1ea3 s\u1ea3n ph\u1ea9m ho\u00e0n thi\u1ec7n v\u00e0 b\u00e1n th\u00e0nh ph\u1ea9m tr\u00ean d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t, AOI c\u00f3 th\u1ec3 n\u00e2ng cao \u0111\u00e1ng k\u1ec3 c\u00e1c bi\u1ec7n ph\u00e1p ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng.

So v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m tra th\u1ee7 c\u00f4ng, h\u1ec7 th\u1ed1ng AOI cung c\u1ea5p m\u1ed9t m\u1ee9c \u0111\u1ed9 nh\u1ea5t qu\u00e1n v\u01b0\u1ee3t tr\u1ed9i trong vi\u1ec7c ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt. H\u01a1n n\u1eefa, c\u00e1c h\u1ec7 th\u1ed1ng AOI \u0111\u01b0\u1ee3c trang b\u1ecb camera \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao<\/a> c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c chi ti\u1ebft tinh vi m\u00e0 m\u1eaft ng\u01b0\u1eddi kh\u00f3 c\u00f3 th\u1ec3 nh\u1eadn th\u1ea5y. Th\u00eam v\u00e0o \u0111\u00f3, kh\u1ea3 n\u0103ng ki\u1ec3m tra h\u00e0ng ngh\u00ecn s\u1ea3n ph\u1ea9m m\u1ed7i ph\u00fat c\u1ee7a ch\u00fang gi\u1ea3i quy\u1ebft nh\u1eefng thi\u1ebfu s\u00f3t v\u1ed1n c\u00f3 trong c\u00e1c quy tr\u00ecnh ki\u1ec3m tra th\u1ee7 c\u00f4ng truy\u1ec1n th\u1ed1ng.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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Kh\u00e1m ph\u00e1 th\u00eam v\u1ec1 AOI v\u00e0 l\u1ee3i \u00edch c\u1ee7a n\u00f3<\/span><\/span><\/span><\/a><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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\u1ee8ng D\u1ee5ng C\u00f4ng Nghi\u1ec7p C\u1ee7a AOI<\/h2>\n\n\n\n
C\u00f4ng ngh\u1ec7 AOI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p kh\u00e1c nhau \u0111\u1ec3 ki\u1ec3m tra s\u1ea3n ph\u1ea9m v\u1ec1 c\u00e1c d\u1ecb d\u1ea1ng, h\u01b0 h\u1ecfng, thi\u1ebfu linh ki\u1ec7n, b\u1ee5i b\u1ea9n, v\u1ebft tr\u1ea7y x\u01b0\u1edbc v\u00e0 c\u00e1c khuy\u1ebft t\u1eadt kh\u00e1c, \u0111\u1ed3ng th\u1eddi th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 quan tr\u1ecdng nh\u01b0 \u0111\u1ecdc m\u00e3 v\u1ea1ch, \u0111o l\u01b0\u1eddng ch\u00ednh x\u00e1c v\u00e0 ki\u1ec3m tra in \u1ea5n. Do \u0111\u00f3, c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u01b0 \u0111i\u1ec7n t\u1eed<\/a>, d\u1ec7t may<\/a>, th\u1ef1c ph\u1ea9m v\u00e0 \u0111\u1ed3 u\u1ed1ng<\/a>, v\u00e0 \u00f4 t\u00f4<\/a> \u0111\u1ec1u \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb c\u00f4ng ngh\u1ec7 AOI.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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\"AOI<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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H\u1ea1n ch\u1ebf c\u1ee7a AOI trong vi\u1ec7c ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt<\/h2>\n\n\n\n
M\u1eb7c d\u00f9 vi\u1ec7c \u00e1p d\u1ee5ng AOI \u0111\u00e3 tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn trong nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p, nh\u01b0ng t\u00ednh ch\u1ea5t \u0111\u1eb7c th\u00f9 cao c\u1ee7a AOI l\u1ea1i mang \u0111\u1ebfn nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 h\u1ea1n ch\u1ebf \u0111\u1ed1i v\u1edbi vi\u1ec7c tri\u1ec3n khai r\u1ed9ng r\u00e3i. \u0110\u1eb7c bi\u1ec7t khi ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi c\u00e1c khuy\u1ebft t\u1eadt s\u1ea3n ph\u1ea9m ph\u1ee9c t\u1ea1p, n\u1ec1n \u1ea3nh v\u00e0 s\u1ef1 thay \u0111\u1ed5i \u00e1nh s\u00e1ng, h\u1ec7 th\u1ed1ng AOI c\u00f3 th\u1ec3 g\u1eb7p ph\u1ea3i nh\u1eefng h\u1ea1n ch\u1ebf.

AOI ho\u1ea1t \u0111\u1ed9ng tr\u00ean c\u01a1 ch\u1ebf ph\u00e1n \u0111o\u00e1n d\u1ef1a tr\u00ean quy t\u1eafc, trong \u0111\u00f3 logic ph\u00e1t hi\u1ec7n \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh s\u1eb5n trong h\u1ec7 th\u1ed1ng. AOI ch\u1ec9 c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n c\u00e1c khuy\u1ebft t\u1eadt d\u1ef1a tr\u00ean c\u00e1c tham s\u1ed1 \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc l\u00e0m chu\u1ea9n m\u1ef1c ki\u1ec3m tra c\u00e1c m\u1eabu khuy\u1ebft t\u1eadt. V\u00ed d\u1ee5, n\u1ebfu logic ph\u00e1t hi\u1ec7n x\u00e1c \u0111\u1ecbnh c\u00e1c khuy\u1ebft t\u1eadt l\u00e0 h\u00ecnh tr\u00f2n, b\u1ea5t k\u1ef3 khuy\u1ebft t\u1eadt kh\u00f4ng ph\u1ea3i h\u00ecnh tr\u00f2n n\u00e0o c\u0169ng c\u00f3 th\u1ec3 b\u1ecb h\u1ec7 th\u1ed1ng AOI b\u1ecf s\u00f3t. C\u00e1c lo\u1ea1i khuy\u1ebft t\u1eadt ng\u1eabu nhi\u00ean, ch\u1eb3ng h\u1ea1n nh\u01b0 s\u1ef1 bi\u1ebfn \u0111\u1ed5i ch\u1ea5t l\u01b0\u1ee3ng v\u1ecf tr\u1ee9ng<\/a>, khuy\u1ebft t\u1eadt b\u1ea5t th\u01b0\u1eddng trong l\u1eafp r\u00e1p PCBA<\/a>, v\u1ebft d\u1ea7u tr\u00ean kh\u00f3a nh\u1ef1a<\/a> v\u00e0 v\u1ebft x\u01b0\u1edbc tr\u00ean c\u00e1c b\u1ed9 ph\u1eadn d\u1eadp kim lo\u1ea1i, \u0111\u1ec1u g\u00e2y kh\u00f3 kh\u0103n l\u1edbn cho AOI trong vi\u1ec7c ph\u00e1t hi\u1ec7n nh\u1eefng ph\u1ee9c t\u1ea1p n\u00e0y m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.

\u0110\u1ec3 gi\u1ea3m thi\u1ec3u r\u1ee7i ro b\u1ecf s\u00f3t khuy\u1ebft t\u1eadt, c\u00e1c h\u1ec7 th\u1ed1ng AOI th\u01b0\u1eddng \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp v\u1edbi c\u00e1c tham s\u1ed1 c\u00f3 \u0111\u1ed9 nghi\u00eam ng\u1eb7t cao, khi\u1ebfn AOI tr\u1edf n\u00ean qu\u00e1 nh\u1ea1y c\u1ea3m v\u00e0 d\u1ec5 b\u1ecb b\u00e1o \u0111\u1ed9ng gi\u1ea3. H\u01a1n n\u1eefa, c\u00e1c v\u1eadn h\u00e0nh vi\u00ean h\u1ec7 th\u1ed1ng ph\u1ea3i li\u00ean t\u1ee5c \u0111i\u1ec1u ch\u1ec9nh c\u00e1c thu\u1eadt to\u00e1n v\u00e0 tham s\u1ed1 c\u1ee7a h\u1ec7 th\u1ed1ng, trong khi c\u00e1c d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 c\u1ea7n ph\u1ea3i ki\u1ec3m tra s\u1ea3n ph\u1ea9m nhi\u1ec1u l\u1ea7n \u0111\u1ec3 ng\u0103n ng\u1eeba vi\u1ec7c b\u1ecf s\u00f3t khuy\u1ebft t\u1eadt ho\u1eb7c b\u00e1o \u0111\u1ed9ng gi\u1ea3. Nh\u1eefng y\u1ebfu t\u1ed1 n\u00e0y \u1ea3nh h\u01b0\u1edfng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t v\u00e0 l\u00e0m t\u0103ng chi ph\u00ed s\u1ea3n xu\u1ea5t.

Hi\u1ec7u qu\u1ea3 c\u1ee7a AOI ph\u1ee5 thu\u1ed9c v\u00e0o s\u1ef1 ph\u1ed1i h\u1ee3p ch\u00ednh x\u00e1c gi\u1eefa ngu\u1ed3n s\u00e1ng, camera v\u00e0 \u1ed1ng k\u00ednh. V\u1ec1 ngu\u1ed3n s\u00e1ng, vi\u1ec7c \u0111i\u1ec1u ch\u1ec9nh c\u01b0\u1eddng \u0111\u1ed9 v\u00e0 \u0111\u1eb7c t\u00ednh c\u1ee7a ch\u00fang l\u00e0 \u0111i\u1ec1u quan tr\u1ecdng \u0111\u1ec3 t\u0103ng \u0111\u1ed9 t\u01b0\u01a1ng ph\u1ea3n v\u00e0 hi\u1ec3n th\u1ecb hi\u1ec7u qu\u1ea3 c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a \u0111\u1ed1i t\u01b0\u1ee3ng. Vi\u1ec7c \u0111i\u1ec1u ch\u1ec9nh n\u00e0y ph\u1ea3i \u0111\u01b0\u1ee3c t\u00f9y ch\u1ec9nh cho v\u1eadt li\u1ec7u, m\u00e0u s\u1eafc v\u00e0 h\u00ecnh d\u1ea1ng c\u1ee7a \u0111\u1ed1i t\u01b0\u1ee3ng c\u1ea7n ki\u1ec3m tra \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c h\u00ecnh \u1ea3nh t\u1ed1i \u01b0u v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro b\u00e1o \u0111\u1ed9ng gi\u1ea3. Khi ch\u1ecdn camera, c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 c\u00e1c th\u00e0nh ph\u1ea7n nh\u1ea1y c\u1ea3m, \u0111\u1ed9 ph\u00e2n gi\u1ea3i v\u00e0 t\u1ea7n s\u1ed1 khung h\u00ecnh c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t c\u1ea9n th\u1eadn d\u1ef1a tr\u00ean y\u00eau c\u1ea7u ki\u1ec3m tra. C\u00e1c camera n\u00e0y c\u1ea7n \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi c\u00e1c \u1ed1ng k\u00ednh ph\u00f9 h\u1ee3p \u0111\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a kh\u1ea3 n\u0103ng c\u1ee7a h\u1ec7 th\u1ed1ng quang h\u1ecdc.

Ngo\u00e0i c\u00e1c ph\u1ee9c t\u1ea1p li\u00ean quan \u0111\u1ebfn c\u00e1c chi ti\u1ebft thi\u1ebft b\u1ecb \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn h\u00ecnh \u1ea3nh, ng\u01b0\u1eddi v\u1eadn h\u00e0nh c\u00f2n ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi vi\u1ec7c t\u00e1i c\u1ea5u h\u00ecnh c\u00e1c tham s\u1ed1 m\u00e1y v\u00e0 c\u0103n ch\u1ec9nh khi c\u1ea7n \u0111i\u1ec1u ch\u1ec9nh ho\u1eb7c thay th\u1ebf linh ki\u1ec7n, d\u1ef1a tr\u00ean kinh nghi\u1ec7m c\u1ee7a h\u1ecd. H\u01a1n n\u1eefa, vi\u1ec7c \u0111i\u1ec1u ch\u1ec9nh c\u00e1c th\u00e0nh ph\u1ea7n ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m l\u00e0 m\u1ed9t c\u00f4ng vi\u1ec7c ph\u1ee9c t\u1ea1p, v\u00e0 th\u1eddi gian s\u1eeda ch\u1eefa c\u00f3 th\u1ec3 dao \u0111\u1ed9ng r\u1ed9ng r\u00e3i, t\u1eeb v\u00e0i ng\u00e0y \u0111\u1ebfn v\u00e0i th\u00e1ng. \u0110i\u1ec1u n\u00e0y t\u1ea1o ra th\u00e1ch th\u1ee9c trong vi\u1ec7c \u0111\u00e1p \u1ee9ng nhu c\u1ea7u \u0111\u1ed9ng c\u1ee7a c\u00e1c d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t hi\u1ec7n \u0111\u1ea1i. Do \u0111\u00f3, nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p s\u1eed d\u1ee5ng AOI g\u1ea7n \u0111\u00e2y \u0111\u00e3 b\u1eaft \u0111\u1ea7u k\u1ebft h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) <\/a>\u0111\u1ec3 c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3 trong vi\u1ec7c ki\u1ec3m tra.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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kh\u00e1m ph\u00e1 s\u00e2u h\u01a1n v\u1ec1 l\u1ee3i \u00edch c\u1ee7a vi\u1ec7c t\u00edch h\u1ee3p AI v\u1edbi AOI<\/span><\/span><\/span><\/a><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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Ph\u00e1t Hi\u1ec7n Khuy\u1ebft T\u1eadt S\u1eed D\u1ee5ng AI<\/h2>\n\n\n\n
S\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh gi\u1eefa ki\u1ec3m tra d\u1ef1a tr\u00ean AI v\u00e0 ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt AOI truy\u1ec1n th\u1ed1ng n\u1eb1m \u1edf vi\u1ec7c ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c quy t\u1eafc th\u1ef1c nghi\u1ec7m. AI ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t ng\u01b0\u1eddi h\u1ecdc vi\u1ec7c m\u1edbi, c\u00f3 kh\u1ea3 n\u0103ng b\u1eaft ch\u01b0\u1edbc kh\u1ea3 n\u0103ng ki\u1ec3m tra c\u1ee7a m\u1ed9t th\u1ee3 l\u00e0nh ngh\u1ec1 trong m\u1ed9t ph\u1ea1m vi nh\u1ea5t \u0111\u1ecbnh. AI c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng x\u00e1c \u0111\u1ecbnh ph\u1ea1m vi khuy\u1ebft t\u1eadt v\u00e0 m\u00f4 h\u00ecnh ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u h\u1ee3p l\u1ec7 v\u00e0 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt h\u1ecdc s\u00e2u<\/a>. AI c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng nh\u1eadn di\u1ec7n c\u00e1c tham s\u1ed1 t\u1ed1i \u01b0u cho c\u1ea3 khuy\u1ebft t\u1eadt ch\u1ea5p nh\u1eadn \u0111\u01b0\u1ee3c (OK) v\u00e0 kh\u00f4ng ch\u1ea5p nh\u1eadn \u0111\u01b0\u1ee3c (NG). \u0110i\u1ec1u n\u00e0y cho ph\u00e9p ph\u00e1t hi\u1ec7n hi\u1ec7u qu\u1ea3 c\u00e1c khuy\u1ebft t\u1eadt ch\u01b0a bi\u1ebft, \u0111\u1ea3m b\u1ea3o t\u00ednh nh\u1ea5t qu\u00e1n trong c\u00e1c ti\u00eau chu\u1ea9n ki\u1ec3m tra v\u00e0 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c trong ki\u1ec3m tra.

Do s\u1ef1 kh\u00e1c bi\u1ec7t l\u1edbn v\u1ec1 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n gi\u1eefa c\u00e1c ng\u00e0nh, c\u00e1c k\u1ef9 s\u01b0 AOI truy\u1ec1n th\u1ed1ng tham gia ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng AOI cho c\u00e1c ng\u00e0nh c\u1ee5 th\u1ec3 c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c gi\u1ea3i quy\u1ebft nhanh ch\u00f3ng c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf trong c\u00f4ng vi\u1ec7c. Do \u0111\u00f3, c\u00e1c gi\u1ea3i ph\u00e1p hi\u1ec7u qu\u1ea3 th\u01b0\u1eddng y\u00eau c\u1ea7u s\u1ef1 h\u1ee3p t\u00e1c v\u1edbi c\u00e1c chuy\u00ean gia ng\u00e0nh \u0111\u1ec3 thi\u1ebft k\u1ebf ph\u1ea7n c\u1ee9ng v\u00e0 c\u00e1c quy t\u1eafc AOI ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee7a ng\u00e0nh. Ng\u01b0\u1ee3c l\u1ea1i, c\u00e1c h\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt d\u1ef1a tr\u00ean AI<\/a> h\u1ecdc c\u00e1c \u0111\u1eb7c tr\u01b0ng h\u00ecnh \u1ea3nh c\u1ea7n thi\u1ebft \u0111\u1ec3 ph\u00e1t hi\u1ec7n qua c\u00e1c giao di\u1ec7n. Sau khi \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n, c\u00e1c h\u1ec7 th\u1ed1ng AI c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ea1o ra c\u00e1c quy t\u1eafc ph\u00e1t hi\u1ec7n. C\u00f3 s\u1ef1 kh\u00e1c bi\u1ec7t r\u00f5 r\u1ec7t v\u1ec1 hi\u1ec7u qu\u1ea3 h\u1ecdc v\u00e0 s\u1ee9c m\u1ea1nh th\u1ef1c thi gi\u1eefa hai ph\u01b0\u01a1ng ph\u00e1p n\u00e0y.

Ngo\u00e0i vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a \u0111\u1ed9 ch\u00ednh x\u00e1c ph\u00e1t hi\u1ec7n th\u00f4ng qua h\u1ecdc s\u00e2u, c\u00f4ng ngh\u1ec7 AI \u0111\u1eb7c bi\u1ec7t gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn t\u00e1c \u0111\u1ed9ng c\u1ee7a ngu\u1ed3n s\u00e1ng \u0111\u1ed1i v\u1edbi hi\u1ec7u su\u1ea5t ph\u00e1t hi\u1ec7n. C\u00e1c h\u1ec7 th\u1ed1ng AOI truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng g\u1eb7p ph\u1ea3i c\u00e1c h\u1ea1n ch\u1ebf do \u0111i\u1ec1u ki\u1ec7n \u00e1nh s\u00e1ng, g\u00f3c ch\u1ee5p, ph\u1ea3n chi\u1ebfu b\u00f3ng v\u00e0 v\u1eadt li\u1ec7u c\u0169ng nh\u01b0 h\u00ecnh d\u1ea1ng c\u1ee7a \u0111\u1ed1i t\u01b0\u1ee3ng c\u1ea7n ki\u1ec3m tra (\u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c v\u1eadt li\u1ec7u b\u00e1n trong su\u1ed1t v\u00e0 b\u1ec1 m\u1eb7t kim lo\u1ea1i). Nh\u1eefng h\u1ea1n ch\u1ebf n\u00e0y th\u01b0\u1eddng c\u1ea3n tr\u1edf vi\u1ec7c \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 ph\u00e1t hi\u1ec7n ch\u00ednh x\u00e1c. Ng\u01b0\u1ee3c l\u1ea1i, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a ki\u1ec3m tra d\u1ef1a tr\u00ean AI \u00edt b\u1ecb ph\u1ee5 thu\u1ed9c v\u00e0o ngu\u1ed3n s\u00e1ng. V\u1edbi m\u1ed9t ngu\u1ed3n s\u00e1ng \u1ed5n \u0111\u1ecbnh, AI c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e1t hi\u1ec7n<\/a> v\u00e0 ph\u00e2n lo\u1ea1i<\/a> khuy\u1ebft t\u1eadt hi\u1ec7u qu\u1ea3 ngay c\u1ea3 trong c\u00e1c t\u00ecnh hu\u1ed1ng c\u00f3 h\u00ecnh d\u1ea1ng m\u1edd, c\u00e1c h\u00ecnh d\u1ea1ng kh\u00e1c nhau v\u00e0 s\u1ef1 can thi\u1ec7p t\u1eeb v\u1eadt li\u1ec7u kim lo\u1ea1i ph\u1ea3n chi\u1ebfu.

Ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt b\u1eb1ng AI \u0111\u1eb7c bi\u1ec7t xu\u1ea5t s\u1eafc trong vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c khuy\u1ebft t\u1eadt b\u1ec1 m\u1eb7t v\u00e0 ngo\u1ea1i h\u00ecnh ph\u1ee9c t\u1ea1p, ch\u1eb3ng h\u1ea1n nh\u01b0 v\u1ebft l\u00f5m v\u00e0 tr\u1ea7y x\u01b0\u1edbc tr\u00ean c\u00e1c v\u1eadt th\u1ec3 ph\u1ea3n chi\u1ebfu. H\u01a1n n\u1eefa, AI c\u00f3 th\u1ec3 th\u00e0nh th\u1ea1o trong c\u00e1c t\u00e1c v\u1ee5 OCR (Nh\u1eadn d\u1ea1ng K\u00fd t\u1ef1 Quang h\u1ecdc)<\/a>, ngay c\u1ea3 khi ki\u1ec3m tra c\u00e1c k\u00fd t\u1ef1 b\u1ecb bi\u1ebfn d\u1ea1ng ho\u1eb7c kh\u00f3 nh\u1eadn d\u1ea1ng. Th\u00eam v\u00e0o \u0111\u00f3, c\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1a tr\u00ean AI c\u00f3 kh\u1ea3 n\u0103ng l\u1ecdc c\u00e1c m\u1eabu v\u00e0 khuy\u1ebft t\u1eadt kh\u00f4ng th\u1ec3 \u0111o\u00e1n tr\u01b0\u1edbc, b\u1ea5t k\u1ec3 s\u1ef1 thay \u0111\u1ed5i v\u1ec1 m\u00e0u s\u1eafc v\u00e0 k\u00edch th\u01b0\u1edbc, c\u00e1c bi\u1ebfn d\u1ea1ng r\u1ed9ng, h\u00ecnh d\u1ea1ng ph\u1ee9c t\u1ea1p, ho\u1eb7c s\u1ef1 ph\u00e2n t\u00e1n ng\u1eabu nhi\u00ean, AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch to\u00e0n di\u1ec7n v\u00e0 x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c s\u1ef1 hi\u1ec7n di\u1ec7n c\u1ee7a c\u00e1c khuy\u1ebft t\u1eadt.

C\u00e1c h\u1ec7 th\u1ed1ng th\u1ecb gi\u00e1c AI<\/a> do \u0111\u00f3 v\u01b0\u1ee3t tr\u1ed9i h\u01a1n c\u00e1c h\u1ec7 th\u1ed1ng AOI truy\u1ec1n th\u1ed1ng d\u1ef1a tr\u00ean quy t\u1eafc v\u1ec1 t\u1ed1c \u0111\u1ed9, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 chi ph\u00ed lao \u0111\u1ed9ng, gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c v\u1ed1n c\u00f3 trong c\u00e1c \u1ee9ng d\u1ee5ng ph\u00e1t hi\u1ec7n v\u00e0 ph\u00e2n lo\u1ea1i ph\u1ee9c t\u1ea1p.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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Ph\u00e1t Hi\u1ec7n Khuy\u1ebft T\u1eadt S\u1eed D\u1ee5ng AI – Nghi\u00ean C\u1ee9u Tr\u01b0\u1eddng H\u1ee3p<\/h2>\n\n\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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Trong ng\u00e0nh d\u01b0\u1ee3c ph\u1ea9m, c\u00e1c d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t bao b\u00ec v\u1ec9 thu\u1ed1c th\u01b0\u1eddng x\u1eed l\u00fd t\u1eeb 5.000 \u0111\u1ebfn 40.000 vi\u00ean thu\u1ed1c m\u1ed7i gi\u1edd. Tuy nhi\u00ean, c\u00f3 th\u1ec3 x\u1ea3y ra l\u1ed7i trong qu\u00e1 tr\u00ecnh \u0111\u00f3ng g\u00f3i, d\u1eabn \u0111\u1ebfn c\u00e1c khuy\u1ebft t\u1eadt nh\u01b0 v\u1ec9 thu\u1ed1c tr\u1ed1ng, n\u1ed9i dung ch\u1ea5t l\u01b0\u1ee3ng th\u1ea5p ho\u1eb7c thu\u1ed1c b\u1ed9t tr\u00e0n ra t\u1eeb vi\u00ean nang. B\u1eb1ng c\u00e1ch hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh AI trong SolVision<\/a><\/strong> v\u1edbi m\u1ed9t lo\u1ea1t c\u00e1c h\u00ecnh \u1ea3nh khuy\u1ebft t\u1eadt, m\u1ed7i v\u1ec9 v\u00e0 \u0111i\u1ec1u ki\u1ec7n \u0111\u00f3ng g\u00f3i c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c nh\u1eadn di\u1ec7n, d\u00e1n nh\u00e3n v\u00e0 ph\u00e2n lo\u1ea1i m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c.<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
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T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 ki\u1ec3m tra bao b\u00ec v\u1ec9 thu\u1ed1c s\u1eed d\u1ee5ng AI trong nghi\u00ean c\u1ee9u tr\u01b0\u1eddng h\u1ee3p n\u00e0y<\/strong><\/span><\/span><\/span><\/a><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

Kh\u00e1m ph\u00e1 c\u00e1ch c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c AI \u0111ang c\u00e1ch m\u1ea1ng h\u00f3a vi\u1ec7c ph\u00e1t hi\u1ec7n khuy\u1ebft t\u1eadt v\u01b0\u1ee3t ra ngo\u00e0i AOI truy\u1ec1n th\u1ed1ng. b\u00e0i ph\u00e2n t\u00edch s\u00e2u n\u00e0y kh\u00e1m ph\u00e1 nh\u1eefng s\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh gi\u1eefa AI v\u00e0 AOI.<\/p>","protected":false},"author":875,"featured_media":89323,"comment_status":"closed","ping_status":"closed","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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