A06B-6111-H011#H550
當(dāng)為AOI檢查設(shè)置規(guī)格和方差裕度時(shí)，它們要比人工檢查精確得多。然而，AOI系統(tǒng)仍然無(wú)法檢測(cè)到設(shè)備的“外觀”問(wèn)題。
這就是為什么富士通實(shí)驗(yàn)室一直在率先為電子行業(yè)開發(fā)支持人工智能的識(shí)別系統(tǒng)，并在質(zhì)量、成本和交付方面報(bào)告了大量進(jìn)展。通過(guò)遺傳編程，該公司的圖像識(shí)別系統(tǒng)實(shí)際上生成了檢測(cè)代碼，能夠產(chǎn)生幾乎100%的識(shí)別率。將該技術(shù)應(yīng)用于生產(chǎn)現(xiàn)場(chǎng)，開發(fā)時(shí)間減少80%左右，識(shí)別率達(dá)到97%。
然而，不僅僅是高價(jià)值的制造可以使用自動(dòng)化的視覺檢查和人工智能�？紤]一下這兩個(gè)來(lái)自以消費(fèi)者為基礎(chǔ)的行業(yè)的例子。
4.紡織行業(yè)
在某個(gè)時(shí)刻，我們所有人都買了衣服，發(fā)現(xiàn)里面貼著“被(某個(gè)數(shù)字)檢查過(guò)”的小標(biāo)簽。這意味著人工檢查產(chǎn)品在縫紉、織造等方面的缺陷，并確定其符合公司的質(zhì)量規(guī)格。顯然，這是一個(gè)代價(jià)高昂且容易出錯(cuò)的過(guò)程。接受有缺陷產(chǎn)品的客戶必須經(jīng)過(guò)退貨/換貨程序，這是公司不喜歡的。
自動(dòng)視覺檢查的實(shí)現(xiàn)，以及DL功能，現(xiàn)在可以檢測(cè)紋理、編織、縫合，甚至顏色匹配的問(wèn)題。當(dāng)發(fā)現(xiàn)缺陷時(shí)，不僅可以將紡織品或產(chǎn)品從生產(chǎn)線上移除，而且還可以發(fā)現(xiàn)缺陷的根源，并在未來(lái)進(jìn)行修復(fù)和預(yù)防。
同時(shí)，可以對(duì)這些系統(tǒng)進(jìn)行微調(diào)，以接受更大范圍的容錯(cuò)能力。例如，Datacolor的人工智能系統(tǒng)可以考慮過(guò)去由人工操作人員進(jìn)行的視覺檢查的歷史數(shù)據(jù)，從而創(chuàng)建與視覺檢查樣本更接近的自定義公差。
紡織業(yè)最新的人工智能用例之一是創(chuàng)建一個(gè)檢測(cè)和測(cè)量織物褶皺的系統(tǒng)。目前織物起皺性能的測(cè)量大多是手工進(jìn)行的，比較繁瑣。計(jì)算機(jī)視覺驅(qū)動(dòng)的皺紋測(cè)量可以幫助制造商降低成本和時(shí)間所需的這一過(guò)程。
5.玻璃行業(yè)
個(gè)行業(yè)經(jīng)常面臨的問(wèn)題之一是玻璃在生產(chǎn)過(guò)程中的缺陷——切屑、劃痕等。通常，當(dāng)前的檢測(cè)方法會(huì)產(chǎn)生“假陽(yáng)性”，例如水滴被識(shí)別為切屑。
通過(guò)自定義計(jì)算機(jī)視覺和人工智能模型的實(shí)現(xiàn)，可以消除這些類型的錯(cuò)誤。在一個(gè)案例中，正確的缺陷識(shí)別為一家大型玻璃制造商在每條生產(chǎn)線上平均節(jié)省了3.6萬(wàn)美元，總計(jì)每年節(jié)省近100萬(wàn)美元。
質(zhì)量控制是一個(gè)公司保持制造標(biāo)準(zhǔn)、客戶滿意度以及最終聲譽(yù)和利潤(rùn)的主要因素。計(jì)算機(jī)視覺有巨大的質(zhì)量控制潛力。
A06B-6111-H011#H550
PTQ-PDPMV1
140CPU11302 Quantum
140CPU11303 Quantum
140CPU31110 Quantum
140CPU43412A Quantum
140CPU43412U Quantum
140CPU53414B Quantum
140CPU65150 Quantum
140CPU65160 Quantum
140CPU67160 Quantum
140CPU65260 Quantum
Quantum Hot Standby 雙機(jī)熱備
140CHS11000 Quantum
140CHS21000 Quantum
140CHS32000 Quantum
140CHS41010 Quantum
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140SHS94500 Quantum
Quantum Power Supply 電源模板
140CPS11100 Quantum
140CPS11100C Quantum
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140CPS41400C Quantum
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140CPS51100 Quantum
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Quantum Digital Input Module 開關(guān)量輸入模板
140DAI34000 Quantum
140DAI34000C Quantum
140DAI35300 Quantum
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140DAI44000C Quantum
140DAI45300 Quantum
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140DDI15310 Quantum
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140DDI84100C Quantum
140DDI85300 Quantum
140DDI85300C Quantum
140DII33000 Quantum
140DII33000C Quantum
140DSI35300 Quantum
140DSI35300C Quantum
Quantum Digital Output Module 開關(guān)量輸出模板
140DAO84000 Quantum
140DAO84000C Quantum
140DAO84010 Quantum
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140DRA84000 Quantum
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140DVO85300 Quantum
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Quantum Digital Mixed Module 開關(guān)量混合模板
140DAM59000 Quantum
140DAM59000C Quantum
140DDM39000 Quantum
140DDM39000C Quantum
140DDM69000 Quantum
140DDM69000C Quantum
Quantum Analog Input Module 模擬量輸入模板
140ACI03000 Quantum
140ACI03000C Quantum
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140ARI03010 Quantum
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140ATI03000 Quantum
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140AVI03000 Quantum
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Quantum Analog Output Module 模擬量輸出模板
140ACO02000 Quantum
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140AIO33000 Quantum
140AIO33000C Quantum
140AVO02000 Quantum
140AVO02000C Quantum
Quantum Analog Mixed Module 模擬量混合模板
140AMM09000 Quantum
140AMM09000C Quantum
Quantum Intelligent Module 智能模板
140EHC20200 Quantum
140EHC10500 Quantum
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140HLI34000 Quantum
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140ERT85410 Quantum
416NHM21234 Quantum
416NHM30030A Quantum
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Quantum Backplane 背板
140XBP00200 Quantum
140XBP00200C Quantum
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Quantum Remote I/O (S908-Coax.) 遠(yuǎn)程I/O系統(tǒng)
140CRP93100 Quantum
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Quantum Distributed I/O (Modbus Plus) 分布式I/O
140CRA21110 Quantum
140CRA21110C Quantum
140CRA21120 Quantum
140CRA21120C Quantum
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Quantum Communication Module 網(wǎng)絡(luò)通訊模板
140NOE77101 Quantum
140NOE77101C Quantum
140NOE77111 Quantum
140NOE77111C Quantum
140NOM21100 Quantum
140NOM21100C Quantum
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140NOM25200C Quantum
140NWM10000 Quantum
140EIA92100 Quantum
140EIA92100C Quantum
140NOA62200 Quantum
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140ESI06210C Quantum
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Quantum Cablefast Connection Cablefast 預(yù)接線系統(tǒng)
140CFA04000 Quantum
140CFB03200 Quantum
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140CFE03200 Quantum
140CFG01600 Quantum
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140CFU08000 Quantum
140CFU40000 Quantum
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140XCA10206 Quantum
140XCA10215 Quantum
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140XTS01203 Quantum
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140XTS10206 Quantum
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Quantum Terminal Block and Accecories 端子連接器及附件
140XCP20000 Quantum
140XCP40100 Quantum
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140XCP51000 Quantum
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140XCP90000C Quantum
140XSM00200 Quantum
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990XTS00300 Quantum
Safety Quantum系統(tǒng)
140CPU65160S Quantum
140CPU67160S Quantum
140SAI94000S Quantum
140SDI95300S Quantum
140SDO95300S Quantum
BMEP581020
BMEP582020
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BMEP583020
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A06B-6111-H011#H550
A50L-0001-0261#S A50L-0001-0261/N A50L-0001-0266#N
A50L-0001-0267#N A50L-0001-0274#RA A50L-0001-0274#RAS
A50L-0001-0275#S A50L-0001-0284 A50L-0001-0284#L
A50L-0001-0284#S A50L-0001-0291#L A50L-0001-0293
A50L-0001-0294 A50L-0001-0295#NL A50L-0001-0295#PS
A50L-0001-0299#P A50L-0001-0301 A50L-0001-0301#L
A50L-0001-0302 A50L-0001-0303 A50L-0001-0303/L
A50L-0001-0304#S A50L-0001-0305 A50L-0001-0305#S
A50L-0001-0306 A50L-0001-0320 A50L-0001-0324
A50L-0001-0326 A50L-0001-0327 A50L-0001-0328
A50L-0001-0329 A50L-0001-0330 A50L-0001-0331
A50L-0001-0332 A50L-0001-0333 A50L-0001-0335
A50L-0001-0336 A50L-0001-0337 A50L-0001-0338
A50L-0001-0340 A50L-0001-0342 A50L-0001-0343
A50L-0001-0344 A50L-0001-0355 A350-9001-T802
A20B-9000-0300 A20B-9000-0500 A20B-9001-0780
A20B-9001-0800 A20B-2002-0311 A20B-2002-0310
A20B-2002-0300 A20B-9000-T302 A20B-1004-0230
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A860-0382-T394 A860-0392-V160 A860-0382-T392
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A06B-0313-B005 A06B-0313-B005 A06B-0503-B033 A06B-037 -B061 A06B-0345-B231 A06B-0061-B103 A06B-0113-B075 A06B-0024-B578 A06B-0313-B006 A06B-0313-B003 A06B-0313-B002 A06B-0314-B521
A06B-0105-B011 A06B-0844-B201 A06B-0127-B077 A06B-0215-B000 A06B-0152-B075 A06B-0123-B577 A06B-0123-B175 A06B-0123-B084 A06B-0123-B077
A06B-0147-B177 A06B-0205-B000 A06B-0373-B588
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A06B-0372-B077 A06B-0374-B175 A06B-0142-B076 A06B-0371-B084 A06B-0371-B077 A06B-0371-B076 A06B-0850-B190 A06B-0314-B032 A06B-0532-B272 A06B-0367-B356 A06B-0533-B551 A06B-0359-B356
A06B-0283-B551 A06B-0752-B200 A06B-0752-B100 A06B-0372-B010 A06B-0371-B169 A06B-0371-B071 A06B-0371-B069 A06B-0371-B043 A06B-0371-B010
A06B-0310-B351 A06B-0502-B031 A06B-0750-B394 A06B-0373-B169 A06B-0373-B010 A06B-0372-B144 A06B-0372-B110 A06B-0372-B071 A06B-037 -B069 A06B-0312-B001 A06B-0355-B755 A06B-0522-B351 A06B-0374-B669 A06B-0501-B751 A06B-0513-B031
A06B-0513-B003 A06B-0513-B001 A16B-2201-0103
A16B-2201-0101 A16B-2200-0800 A16B-2200-0661 A16B-2200-0660 A16B-2200-0524 A16B-2200-0391
A16B-2200-0390 A16B-2200-0371 A16B-2200-0361
A16B-2200-0350 A16B-2200-0341 A16B-2200-0340