Lus teb luv luv: Yog - AI nyeem tau cov ntawv cursive, tab sis kev ntseeg tau sib txawv ntau heev. Nws feem ntau ua haujlwm zoo thaum kev sau ntawv zoo ib yam thiab daim duab scan lossis daim duab meej; yog tias cov ntawv sau nyuaj nyeem, tsis meej, muaj qauv zoo, lossis cov ntawv nyeem muaj kev pheej hmoo siab (lub npe, chaw nyob, cov ntawv kho mob / kev cai lij choj), npaj rau qhov yuam kev thiab cia siab rau tib neeg kuaj xyuas.
Cov ntsiab lus tseem ceeb:
Kev Ntseeg Tau : Xav kom muaj qhov tseeb ntawm "gist-level" thaum sau ntawv zoo nkauj thiab cov duab meej.
Cov Cuab Yeej Siv : Siv OCR uas sau tau ntawv, tsis yog OCR uas luam tawm, rau cov nplooj ntawv cursive.
Kev Txheeb Xyuas : Tshuaj xyuas cov zis uas tsis tshua muaj kev ntseeg siab ua ntej, tshwj xeeb tshaj yog rau cov teb tseem ceeb thiab IDs.
Kev tswj xyuas zoo : Txhim kho kev ntes (teeb pom kev zoo, lub kaum sab xis, kev daws teeb meem) kom txo qhov yuam kev lees paub.
Kev Ceev Ntaub Ntiag Tug : Kho cov ntaub ntawv rhiab heev lossis siv cov kev xaiv hauv chaw ua haujlwm thaum tuav cov ntaub ntawv ntiag tug.
Cov ntawv uas koj yuav nyiam nyeem tom qab qhov no:
🔗 AI siv tau tseeb npaum li cas
Rhuav tshem cov yam uas cuam tshuam rau qhov tseeb ntawm AI thoob plaws ntau yam haujlwm sib txawv.
🔗 Yuav ua li cas kawm AI kauj ruam yog kauj ruam
Ib daim ntawv qhia kev yooj yim rau cov neeg pib tshiab kom pib kawm AI nrog kev ntseeg siab.
🔗 AI siv dej ntau npaum li cas
Piav qhia txog qhov twg AI siv dej thiab yog vim li cas.
🔗 Yuav ua li cas AI kwv yees cov qauv thiab cov qauv
Qhia txog seb cov qauv kwv yees li cas txog kev thov, tus cwj pwm, thiab kev hloov pauv ntawm kev ua lag luam.
Puas yog AI nyeem tau cov ntawv cursive tau zoo? 🤔
Puas yog AI nyeem tau cov ntawv cursive? Yog lawm - OCR/kev paub txog kev sau ntawv niaj hnub no tuaj yeem rub cov ntawv cursive tawm ntawm cov duab thiab kev luam theej, tshwj xeeb tshaj yog thaum cov ntawv sau sib xws thiab cov duab meej. Piv txwv li, cov platform OCR tseem ceeb txhawb nqa kev rho tawm ntawv sau ua ib feem ntawm lawv cov kev muab. [1][2][3]
Tiam sis "ntseeg tau" yeej nyob ntawm seb koj txhais li cas:
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Yog koj txhais hais tias "zoo txaus kom nkag siab txog lub ntsiab lus" - feem ntau yog ✅
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Yog koj txhais hais tias "muaj tseeb txaus rau cov npe raug cai, chaw nyob, lossis cov ntawv kho mob yam tsis tau kuaj xyuas" - tsis yog, tsis muaj kev nyab xeeb 🚩
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Yog koj txhais hais tias "hloov txhua yam sau ua ntawv zoo meej, tam sim ntawd" - cia peb ua qhov tseeb ... tsis yog 😬
AI muaj teeb meem feem ntau thaum:
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Cov ntawv sib xyaw ua ke (teeb meem cursive classic)
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Cov kua mem tsis ci, daim ntawv muaj cov qauv, lossis muaj cov xim tawm los
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Cov ntawv sau yog tus kheej heev (cov voj voog txawv txawv, cov lus tsis sib xws)
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Cov ntawv yog keeb kwm/stylized lossis siv cov ntawv/sau txawv txawv
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Daim duab tsis sib xws, tsis meej, tsis muaj duab ntxoov ntxoo (cov duab los ntawm xov tooj hauv qab teeb ... peb txhua tus tau ua tiav lawm)
Yog li ntawd, qhov kev teeb tsa zoo dua yog: AI tuaj yeem nyeem cov ntawv cursive, tab sis nws xav tau qhov kev teeb tsa zoo thiab cov cuab yeej zoo . [1][2][3]
Vim li cas cov ntawv cursive nyuaj dua li "ib txwm" OCR 😵💫
OCR luam tawm zoo li nyeem cov cib Lego - cov duab sib cais, cov npoo zoo nkauj.
Cursive zoo li spaghetti - cov kab sib txuas, qhov sib nrug tsis sib xws, thiab qee zaum ... kev txiav txim siab kos duab 🍝
Cov teeb meem tseem ceeb:
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Kev faib ua ntu: cov ntawv txuas, yog li "qhov twg ib tsab ntawv nres" dhau los ua teeb meem tag nrho
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Kev Hloov Pauv: ob tug neeg sau tsab ntawv "tib yam" hauv ntau txoj kev sib txawv kiag li
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Kev vam khom ntawm cov ntsiab lus: koj feem ntau xav tau kev kwv yees qib lo lus kom txhais tau tsab ntawv tsis meej
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Kev hnov suab nrov: me ntsis blur tuaj yeem so cov kab txaij nyias nyias uas txhais cov ntawv
Yog vim li ntawd cov khoom siv OCR uas sau tau ntawv feem ntau siv cov qauv kawm tshuab / kev kawm tob dua li cov qauv qub "nrhiav txhua tus cim sib cais". [2][5]
Dab tsi ua rau "AI cursive reader" zoo ✅
Yog tias koj xaiv ib qho kev daws teeb meem, kev teeb tsa sau ntawv/kev sau ntawv cursive zoo tiag tiag feem ntau muaj:
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Kev txhawb nqa kev sau ntawv tes ci hauv (tsis yog "cov ntawv luam tawm xwb") [1][2][3]
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Kev paub txog kev teeb tsa (yog li nws tuaj yeem daws tau cov ntaub ntawv, tsis yog ib kab ntawv xwb) [2][3]
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Cov qhab nia kev ntseeg siab + cov thawv ciam teb (yog li koj tuaj yeem tshuaj xyuas cov khoom tsis meej sai sai) [2][3]
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Kev tswj cov lus (cov qauv sau ntawv sib xyaw thiab cov ntawv ntau hom lus yog ib yam) [2]
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Cov kev xaiv uas tib neeg ua tau rau txhua yam tseem ceeb (kev kho mob, kev cai lij choj, kev nyiaj txiag)
Tsis tas li ntawd - dhuav tab sis tiag tiag - nws yuav tsum tswj koj cov tswv yim: cov duab, PDFs, ntau nplooj ntawv scans, thiab "Kuv tau coj qhov no ntawm lub kaum sab xis hauv lub tsheb" cov duab 😵. [2][3]
Rooj Sib Piv: cov cuab yeej uas tib neeg siv thaum nug "AI puas nyeem tau Cursive?" 🧰
Tsis muaj lus cog tseg txog tus nqi ntawm no (vim tias tus nqi nyiam hloov pauv). Qhov no yog qhov muaj peev xwm , tsis yog lub laub them nqi.
| Cuab Yeej / Platform | Zoo tshaj plaws rau | Vim li cas nws ua haujlwm (thiab qhov twg nws tsis ua haujlwm) |
|---|---|---|
| Google Cloud Vision (OCR uas sau tau tes) [1] | Kev rho tawm sai sai ntawm cov duab / scans | Tsim los nrhiav cov ntawv nyeem thiab kev sau ntawv hauv cov duab; lub hauv paus zoo thaum koj daim duab huv si, tsis zoo siab thaum kev sau ntawv tsis meej pem. [1] |
| Microsoft Azure Nyeem OCR (Azure Vision / Document Intelligence) [2] | Cov ntawv luam tawm sib xyaw + cov ntaub ntawv sau tes | Txhawb nqa kev rho tawm luam tawm + sau tes thiab muab qhov chaw + kev ntseeg siab ; kuj tseem tuaj yeem khiav ntawm cov thawv hauv tsev rau kev tswj cov ntaub ntawv nruj dua. [2] |
| Amazon Texttract [3] | Cov ntawv/cov ntaub ntawv teeb tsa + kev sau ntawv + "puas tau kos npe?" cov tshev | Rho tawm cov ntawv/sau tes/cov ntaub ntawv thiab suav nrog cov Kos Npe uas nrhiav tau cov kos npe/tsab ntawv pib thiab rov qab qhov chaw + kev ntseeg siab . Zoo heev thaum koj xav tau cov qauv; tseem xav tau kev tshuaj xyuas ntawm cov kab lus tsis meej. [3] |
| Transkribus [4] | Cov ntaub ntawv keeb kwm + ntau nplooj ntawv los ntawm tib txhais tes | Muaj zog thaum koj siv tau cov qauv pej xeem lossis cob qhia cov qauv kev cai rau ib hom kev sau ntawv tshwj xeeb - qhov xwm txheej "tib tus kws sau ntawv, ntau nplooj ntawv" yog qhov uas nws tuaj yeem ci ntsa iab tiag tiag. [4] |
| Kraken (OCR/HTR) [5] | Kev tshawb fawb + cov ntawv sau keeb kwm + kev cob qhia tshwj xeeb | OCR/HTR qhib thiab cob qhia tau uas haum rau cov ntawv sau sib txuas vim nws tuaj yeem kawm los ntawm cov ntaub ntawv kab tsis faib ua pawg (yog li koj tsis raug yuam kom txiav cov ntawv cursive ua cov ntawv me me zoo meej ua ntej). Kev teeb tsa yog ua haujlwm ntau dua. [5] |
Kev kawm tob tob: AI nyeem cov ntawv cursive li cas hauv qab lub kaus mom 🧠
Feem ntau cov txheej txheem nyeem ntawv cursive ua haujlwm zoo li kev sau ntawv dua li "pom txhua tsab ntawv." Yog vim li cas cov ntaub ntawv OCR niaj hnub no tham txog cov qauv kev kawm tshuab thiab kev rho tawm tes sau ntawv es tsis yog cov qauv cim yooj yim. [2][5]
Ib txoj kab dej yooj yim:
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Kev Ua Ntej (deskew, denoise, txhim kho qhov sib piv)
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Tshawb nrhiav thaj chaw ntawv (qhov twg muaj kev sau ntawv)
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Kev faib kab (kev cais kab ntawm kev sau ntawv)
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Kev paub txog cov kab ke (kwv yees cov ntawv hla ib kab)
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Cov zis + kev ntseeg siab (yog li tib neeg tuaj yeem tshuaj xyuas cov ntu tsis paub meej) [2][3]
Lub tswv yim "kev sib lawv liag hla ib kab" yog ib qho laj thawj loj heev uas cov qauv sau ntawv tuaj yeem daws tau nrog cov ntawv cursive: lawv tsis raug yuam kom "kwv yees txhua tus ciam teb ntawm tsab ntawv" zoo meej. [5]
Koj tuaj yeem cia siab tias yuav tau qhov zoo li cas (los ntawm kev siv) 🎯
Qhov no yog qhov uas tib neeg hla dhau, ces tom qab ntawd lawv chim. Yog li ntawd ... ntawm no yog nws.
Zoo kawg li 👍
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Cov ntawv cursive huv si rau ntawm daim ntawv uas muaj kab
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Ib tug kws sau ntawv, tus cwj pwm zoo sib xws
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Kev luam theej duab zoo nrog qhov sib piv zoo
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Cov ntawv luv luv nrog cov lus siv dav dav
Kev sib txawv ntawm qhov sib txawv 😬
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Cov ntawv sau hauv chav kawm (scribbles + xub + margin chaos)
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Cov ntawv theej ntawm cov ntawv theej (thiab qhov kev foom phem rau tiam thib peb)
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Cov ntaub ntawv nrog cov xim faded
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Ntau tus kws sau ntawv nyob rau tib nplooj ntawv
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Cov ntawv sau nrog cov ntawv luv luv, lub npe menyuam yaus, cov lus tso dag sab hauv
Muaj kev pheej hmoo - tsis txhob ntseeg yam tsis tau tshuaj xyuas 🚩
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Cov ntawv sau kho mob, cov ntawv pov thawj raws li kev cai lij choj, cov lus cog tseg nyiaj txiag
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Txhua yam uas muaj npe, chaw nyob, tus lej ID, tus lej nyiaj
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Cov ntawv sau keeb kwm uas muaj cov ntawv sau txawv txawv lossis cov ntawv sau tsis zoo
Yog tias nws tseem ceeb, kho cov zis AI zoo li daim ntawv qauv, tsis yog qhov tseeb kawg.
Piv txwv li cov txheej txheem ua haujlwm uas feem ntau ua haujlwm:
Ib pab neeg siv cov ntawv sau tes los hloov cov ntaub ntawv digital khiav OCR, tom qab ntawd tsuas yog xyuas cov teb uas tsis muaj kev ntseeg siab (lub npe, hnub tim, tus lej ID). Qhov ntawd yog tus qauv "AI qhia, tib neeg lees paub" - thiab nws yog li cas koj thiaj li ua tau ceev thiab muaj kev nyab xeeb. [2][3]
Tau txais cov txiaj ntsig zoo dua (ua rau AI tsis txhob ntxhov siab) 🛠️
Cov lus qhia txog kev ntes (xov tooj lossis lub tshuab luam ntawv)
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Siv lub teeb kom sib npaug (tsis txhob muaj duab ntxoov ntxoo hla nplooj ntawv)
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Khaws lub koob yees duab kom sib luag rau daim ntawv (tsis txhob ua cov nplooj ntawv trapezoid)
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Mus rau qhov kev daws teeb meem siab dua li koj xav tias koj xav tau
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Tsis txhob siv cov "lim dej zoo nkauj" uas nruj heev - lawv tuaj yeem tshem tawm cov cwj mem nyias nyias
Cov lus qhia txog kev ntxuav (ua ntej paub)
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Txiav rau thaj chaw ntawv (nyob zoo ntug rooj, tes, khob kas fes ☕)
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Ua kom qhov sib piv me ntsis (tab sis tsis txhob tig daim ntawv ua cua daj cua dub)
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Ua kom nplooj ntawv ncaj (deskew)
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Yog tias cov kab sib tshooj lossis cov npoo tsis zoo, faib ua cov duab sib cais
Cov lus qhia ua haujlwm (muaj zog ntsiag to)
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Siv OCR uas sau tau ntawv (suab zoo li pom tseeb ... tib neeg tseem hla nws) [1][2][3]
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Cov qhab nia kev ntseeg siab : tshuaj xyuas cov chaw tsis ntseeg siab ua ntej [2][3]
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Yog tias koj muaj ntau nplooj ntawv los ntawm tib tus kws sau ntawv, xav txog kev cob qhia tshwj xeeb (qhov ntawd yog qhov uas qhov "meh" → "wow" dhia tshwm sim) [4][5]
"AI puas nyeem tau cov ntawv cursive" rau cov kos npe thiab cov ntawv me me? 🖊️
Cov kos npe yog lawv tus kheej tsiaj nyaum.
Ib qho kos npe feem ntau nyob ze rau ib qho cim dua li cov ntawv nyeem tau, yog li ntau lub tshuab sau ntawv kho nws ua ib yam dab tsi los nrhiav (thiab nrhiav) es tsis yog "sau ua lub npe." Piv txwv li, Amazon Textract's Signatures feature tsom mus rau kev nrhiav cov kos npe/cov tsiaj ntawv pib thiab rov qab qhov chaw + kev ntseeg siab, tsis yog "kwv yees lub npe ntaus." [3]
Yog li ntawd, yog tias koj lub hom phiaj yog "rho tawm tus neeg lub npe ntawm cov kos npe," cia siab tias yuav poob siab tshwj tsis yog tias cov kos npe yog cov ntawv sau uas nyeem tau yooj yim.
Kev ceev ntiag tug thiab kev ruaj ntseg: kev xa cov ntawv sau tes tsis yog ib txwm txias 🔒
Yog tias koj tab tom ua cov ntaub ntawv kho mob, cov ntaub ntawv tub ntxhais kawm, cov ntawv thov kev pab, lossis cov ntawv ntiag tug: ceev faj txog qhov chaw uas cov duab ntawd mus.
Cov qauv muaj kev nyab xeeb dua:
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Kho cov cim qhia ua ntej (lub npe, chaw nyob, tus lej nyiaj)
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Nyiam hauv zos/on-prem rau cov haujlwm rhiab heev thaum ua tau (qee qhov OCR stacks txhawb nqa kev xa tawm thawv) [2]
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Khaws ib lub voj voog tshuaj xyuas tib neeg rau cov teb tseem ceeb
Ntxiv: qee cov txheej txheem ua haujlwm ntawm cov ntaub ntawv kuj siv cov ntaub ntawv qhov chaw (cov thawv ciam teb) los txhawb cov kav dej redaction. [3]
Cov Lus Teb Zaum Kawg 🧾✨
AI puas nyeem tau cov ntawv cursive? Yog - thiab nws zoo kawg nkaus thaum:
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daim duab huv si
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daim ntawv sau ntawv zoo ib yam
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cov cuab yeej no yog tsim los rau kev paub txog kev sau ntawv [1][2][3]
Tab sis cov ntawv cursive yog qhov tsis zoo los ntawm qhov xwm txheej, yog li txoj cai ncaj ncees yog: siv AI los ua kom cov ntawv sau sai dua, tom qab ntawd tshuaj xyuas cov zis .
Cov Lus Nug Feem Ntau
Puas yog AI nyeem tau cov ntawv sau cursive kom raug?
AI nyeem tau cov ntawv cursive, tab sis qhov tseeb nyob ntawm seb cov ntawv sau zoo nkauj thiab sib xws npaum li cas, thiab seb daim duab lossis scan pom tseeb npaum li cas. Feem ntau, nws txaus los ntes cov ntsiab lus ntawm ib daim ntawv. Rau txhua yam uas muaj feem cuam tshuam loj - xws li cov npe, chaw nyob, lossis cov ntsiab lus kho mob/kev cai lij choj - xav tias yuav muaj qhov yuam kev thiab npaj rau kev txheeb xyuas tib neeg.
Qhov kev xaiv OCR zoo tshaj plaws rau kev sau ntawv cursive yog dab tsi: OCR ib txwm lossis OCR sau ntawv?
Rau cov ntawv sau cursive, sau ntawv tau zoo dua li cov ntawv luam tawm OCR. Cov ntawv luam tawm OCR yog tsim los rau cov cim huv si thiab sib cais, thaum cov ntawv sau cursive xav tau cov qauv uas tuaj yeem txhais cov kab lus sib txuas thiab cov ntsiab lus ntawm cov lus. Ntau lub platform OCR tam sim no muaj cov yam ntxwv rho tawm kev sau ntawv, uas feem ntau yog qhov chaw zoo pib rau cov nplooj ntawv cursive.
Vim li cas cov ntawv cursive ua rau muaj ntau qhov yuam kev dua li cov ntawv luam tawm?
Cov ntawv sau cursive nyuaj dua vim tias cov ntawv sib txuas, qhov sib nrug tsis sib xws, thiab cov qauv sau ntawv ntawm txhua tus tuaj yeem sib txawv heev. Qhov ntawd ua rau nws tsis pom tseeb tias ib tsab ntawv xaus qhov twg thiab tsab ntawv tom ntej pib qhov twg dua li nws yog nrog cov ntawv luam tawm. Cov teeb meem me me xws li tsis meej, kua mem tsis meej, lossis ntawv textured kuj tuaj yeem tshem tawm cov kab nyias nyias uas muaj lub ntsiab lus, uas ua rau muaj kev nkag siab yuam kev sai sai.
AI puas ntseeg tau rau kev nyeem cov npe sau ua ntawv, chaw nyob, thiab tus lej ID?
Qhov no yog pawg muaj kev pheej hmoo siab tshaj plaws. Txawm tias AI tswj cov ntawv nyob ib puag ncig zoo, cov teb tseem ceeb xws li lub npe, chaw nyob, tus lej nyiaj, lossis ID yog qhov uas qhov yuam kev me me uas ua rau muaj qhov tshwm sim loj heev. Ib txoj hauv kev uas feem ntau yog kho cov zis AI ua ib daim ntawv qauv: siv cov qhab nia kev ntseeg siab los cim cov ntu tsis paub meej, tom qab ntawd muab qhov tseem ceeb rau kev tshuaj xyuas phau ntawv rau cov teb tseem ceeb ua ntej.
Txoj kev ua haujlwm zoo tshaj plaws los nyeem cov ntawv cursive kom ntseeg tau ntawm qhov ntsuas yog dab tsi?
Ib txoj haujlwm ua tau zoo yog "AI qhia, tib neeg lees paub." Khiav OCR sau ntawv, tom qab ntawd tshuaj xyuas cov zis tsis tshua muaj kev ntseeg siab dua li xyuas txhua yam. Ntau lub tshuab OCR muab cov qhab nia kev ntseeg siab thiab cov ntaub ntawv qhov chaw (zoo li cov thawv ciam teb), uas pab koj nrhiav tau cov khoom uas yuav tsis raug sai sai. Txoj hauv kev no sib npaug qhov ceev nrog qhov tseeb rau cov ntaub ntawv hauv kev xyaum.
Kuv yuav ua li cas thiaj txhim kho tau cov txiaj ntsig OCR cursive los ntawm cov duab hauv xov tooj?
Qhov zoo ntawm kev thaij duab tseem ceeb heev. Siv lub teeb sib npaug kom tsis txhob muaj duab ntxoov ntxoo, khaws lub koob yees duab kom sib luag rau ntawm nplooj ntawv kom txo qhov tsis meej, thiab xaiv qhov kev daws teeb meem siab dua li koj xav tias koj xav tau. Kev txiav rau thaj chaw ntawv, ua kom qhov sib piv zoo, thiab kev tshem daim duab tawm tuaj yeem txo qhov yuam kev. Tsis txhob siv cov lim dej "zoo nkauj" uas yuav so cov cwj mem nyias nyias.
Puas yog AI nyeem tau cov cim kos npe cursive thiab hloov lawv mus rau hauv cov npe ntaus ntawv?
Cov kos npe feem ntau raug kho txawv ntawm kev sau ntawv tes vim tias lawv feem ntau nyob ze rau lub cim dua li cov ntawv nyeem tau. Ntau lub tshuab tsom mus rau kev nrhiav qhov muaj thiab qhov chaw ntawm kos npe (thiab muab kev ntseeg siab), tsis yog sau nws rau hauv lub npe ntawm tus neeg ntaus. Yog tias koj xav tau lub npe ntawm tus neeg kos npe, koj feem ntau yuav vam khom daim teb luam tawm sib cais lossis kev lees paub ntawm tes.
Puas tsim nyog cob qhia ib tus qauv kev cai rau kev sau ntawv cursive?
Nws yuav ua tau, tshwj xeeb tshaj yog tias koj muaj ntau nplooj ntawv los ntawm tib tus kws sau ntawv lossis tus qauv sau ntawv sib xws thoob plaws cov ntaub ntawv. Hauv cov xwm txheej "tib txhais tes, ntau nplooj ntawv", kev cob qhia tshwj xeeb tuaj yeem txhim kho cov txiaj ntsig zoo dua piv rau cov qauv dav dav. Yog tias koj cov tswv yim sib txawv ntawm ntau tus kws sau ntawv thiab cov qauv, cov txiaj ntsig feem ntau me dua, thiab koj tseem yuav xav tau ib kauj ruam tshuaj xyuas.
Puas muaj kev nyab xeeb rau upload cov ntawv sau tes rau hauv OCR kev pabcuam?
Nws nyob ntawm seb cov ntsiab lus rhiab heev npaum li cas thiab qhov twg ua cov txheej txheem. Yog tias koj tab tom ua cov ntaub ntawv ntiag tug xws li cov ntaub ntawv kho mob, cov ntaub ntawv tub ntxhais kawm, lossis cov ntawv thov ntawm cov neeg siv khoom, txoj hauv kev zoo dua yog kho cov cim qhia ua ntej thiab siv cov kev xaiv xa tawm nruj dua thaum muaj. Kev khaws cov kev tshuaj xyuas tib neeg rau cov teb tseem ceeb kuj txo qhov kev pheej hmoo ntawm kev ua raws li cov ntaub ntawv rho tawm tsis raug.
Cov ntaub ntawv siv los ua piv txwv
[1] Kev piav qhia txog kev siv Google Cloud OCR, suav nrog kev txhawb nqa rau kev nrhiav kev sau ntawv los ntawm Cloud Vision. nyeem ntxiv
[2] Microsoft's OCR (Nyeem) kev piav qhia txog kev rho tawm ntawv luam tawm + sau ntawv, cov qhab nia kev ntseeg siab, thiab cov kev xaiv xa tawm thawv. nyeem ntxiv
[3] AWS tsab ntawv piav qhia txog Textract's Signatures feature rau kev nrhiav cov ntawv kos npe / pib nrog qhov chaw + kev ntseeg siab. nyeem ntxiv
[4] Transkribus phau ntawv qhia txog vim li cas (thiab thaum twg) los cob qhia tus qauv lees paub cov ntawv rau cov qauv sau ntawv tshwj xeeb. nyeem ntxiv
[5] Kraken cov ntaub ntawv ntawm kev cob qhia OCR / HTR cov qauv siv cov ntaub ntawv kab tsis sib cais rau cov ntawv sau txuas nrog. nyeem ntxiv