Kuzivikanwa kwemavara mumanyoro akanyorwa nemaoko nematurusi asina basa

  • OCR isina kunyorwa inokubvumira kushandura manotsi akanyorwa nemaoko uye magwaro akaskenwa kuita magwaro edhijitari anogona kugadziriswa nemazvo, uku uchichengetedza zvakavanzika nekugadzirisa zvese zviri pamudziyo pachawo.
  • Kune mhinduro dzemamiriro ese ezvinhu: software yehunyanzvi yeWindows neMacOS, maficha akavakirwa mukati muhofisi, maapplication efoni uye mapiritsi anotarisa pakunyora nemaoko.
  • Hunhu hwekuzivikanwa hunoenderana nebhii, mufananidzo, uye injini yeOCR, saka zvinokurudzirwa kusanganisa maitiro akanaka ekuskena nezvishandiso zvine hunyanzvi uye mafambisirwo ebasa akagadzirwa zvakanaka.
  • Mudzidzo, bhizinesi, uye manejimendi, OCR inokosha pakuronga ruzivo, kuita kuti magwaro ashande otomatiki, uye kuvandudza mukana wekushandisa zvinyorwa kune marudzi ese evashandisi.

Kuzivikanwa kwemavara mumanyoro akanyorwa nemaoko nematurusi asina basa

Kushandura manotsi ako akanyorwa nemaoko kuita magwaro edhijitari hakusisiri nyaya yesainzi: nhasi unogona endesai kukombiyuta yenyu kana pafoni yenyu manotsi ari mubhuku rekunyorera, mapepa asina kusimba, uye kunyange bhodhi rekirasi Hapana internet inodiwa. Kana ukapedza mazuva ako uchishandisa peni nepepa, asi wozoda kutsvaga, kugovera, kana kuchengetedza zvese zviri mukati, maturusi ekuziva magwaro ari kunze kwewebhu anoponesa hupenyu.

Chinangwa chegwaro iri ndechekuva nezvinhu zvese panzvimbo imwe chete. Ruzivo rwese rwakakosha nezvekuzivikanwa kwemavara muzvinyorwa zvakanyorwa nemaoko uchishandisa maturusi asina basaChii chaizvo chinonzi tekinoroji iyi, inoshanda sei mukati, ndeipi nhanho yekururama kwaungatarisira nemafonti akasiyana, ndeapi mapurogiramu aripo eWindows, macOS, mapiritsi nemafoni, uye ndeapi ma workflow chaiwo aunogona kugadzira kuti udzidze, ushande kana kutarisira magwaro ehunyanzvi pasina kukanganiswa kwakanyanya.

Chii chinonzi kuziva magwaro pasina internet uye chinoshandiswa pai?

Patinotaura nezvekuzivikanwa kwemashoko muzvinyorwa zvakanyorwa nemaoko, tinowanzo taura nezve tekinoroji yeOCR, iyo inomiririra OCR. Optical Hunhu KuzivikanwaMuchidimbu, ndiyo nzira iyo purogiramu inoongorora mufananidzo (mufananidzo, scan, screenshot…) uye inoshandura mavara anoonekwa akadhirowewa mumapikisheni kuita mavara chaiwo edhijitari izvo zvinogona kukopwa, kutsvakwa, kugadziriswa, uye kuchengetwa.

Kana iri OCR isina kushanda, kugadzirisa kwese kwaitwa zvakananga pamudziyo wako, pasina kurodha mufananidzo mugoreIzvi zvinopa zvakanakira zviviri zvakajeka: chekutanga, kuvanzika kwese kwemagwaro akavanzika (zvibvumirano, zvinyorwa zvekurapa, ruzivo rwemunhu, zvinyorwa zvebasa zvakavanzika, nezvimwewo); chechipiri, mukana wekuishandisa mune nzvimbo dzisina pamhepo kana kuti ne network shoma, dzakadai semahofisi ane zvirambidzo, mafekitori, makirasi asina WiFi, kana kufamba.

Mashandisirwo ezvishandiso izvi zuva nezuva haana magumo. Pakati pezvinonyanya kushandiswa pane digitization yezvinyorwa zvepepa (tsamba, ma invoice, mafomu, zvibvumirano), kushandurwa kwe manotsi akanyorwa nemaoko kubva mumakirasi kana misangano mumashoko anogona kugadziriswa, achibvisa mashoko kubva mumifananidzo mabhodhi machena, masiraidhi, kana mabhuku, uye kugadzirwa kwemafaira anowanikwa nyore nyore ayo muverengi wechidzitiro anogona kuverenga zvinonzwika kune vanhu vane matambudziko ekuona.

Uyezve, OCR inoshandiswa isu tisingazvizivi mumasevhisi akawanda: mapurogiramu ekushandura kameraMasisitimu ari mumotokari anoverenga zviratidzo zvemumugwagwa, marevhista emotokari otomatiki, kana maturusi anotora data remakadhi echikwereti nekutarisa pariri nekamera. Muzviitiko zvese izvi, tekinoroji iri pasi apa imhando imwe chete yekuziva hunhu.

Mashandiro anoita zvishandiso zvemazuva ano zveOCR mukati

Kuseri kwemashiripiti anooneka ekubvisa mashoko kubva pamufananidzo kune maitiro akaomarara. Mapurogiramu eOCR aripo anotevera matanho akatevedzana akanyatsotsanangurwa kuti aite izvi. mhedzisiro yakachena kwazvo inogoneka kunyangwe paine magwaro akaomarara.

Muchikamu chekutanga, software inoita kugadzirisa mifananidzoPano, ruzha rwekuona runobviswa, mapeji akakombama anogadziriswa, musiyano unowedzerwa, uye nzvimbo dzemavara dzinoparadzaniswa zvakajeka kubva kumashure. Mapurogiramu mazhinji ekuskena aunoshandisa pafoni yako atove nekuvandudza uku otomatiki, kuchekerera mipendero, kugadzirisa maonero, uye kugadzirisa kupenya nekupinza.

Mushure mekucheneswa ikoko, gwaro rinoongororwa chimiro charo. Sisitimu yacho inokamura peji kuita mabhuroko ezvinyorwa, tevere mitsetse, tevere mazwi, uye pakupedzisira mavaraMumagwaro akaomarara, matafura, makoramu, mifananidzo, nezvimwe zvinhu zvinowanikwawo kudzivirira kusanganisa zvese.

Padanho rinotevera ndipo panotanga kushanda njere dzekugadzira. Pane kushandisa matemplate akaomarara, OCR yemazuva ano inotsamira pa network dzetsinga dzakadzidziswa nemamiriyoni emuenzaniso wemabhii, nhamba, uye zviratidzoChirongwa ichi chinoongorora magadzirirwo, makombama, uye nzvimbo dzinosangana nhanho dzema strokes, chinoaparadzanisa kuita mapatani, uye chinoaenzanisa nezvaakadzidza panguva yekudzidziswa kwakapfuura.

Uyezve, mainjini epamusoro-soro haangotarise chimiro chebhii rega rega chete: anofungawo nezve mamiriro emitauroNemamwe mashoko, chimiro chisina chokwadi chinogona kududzirwa se "O" kana "0," uye hurongwa huchasarudza zvichibva pashoko rakazara nemabhii akapoteredza. Kuongorora uku kwakakosha pakubudirira kwakanyanya, kunyanya mu mitauro ine maperetera akafanana kana ine mavara akawanda akakosha.

Ndeapi mwero wekururama ungatarisirwa nekunyora kwakanyorwa nemaoko?

Mubvunzo mukuru patinotaura nezvekuzivikanwa kwemashoko muzvinyorwa zvakanyorwa nemaoko ndewekuti software iyi yakavimbika zvakadii. Nezvinhu zvakadhindwa zvemhando yepamusoro (mavara matema, mafonti akajairwa, kumashure kwechena), mainjini mazhinji anobudirira. kururama kunosvika kana kudarika 99%Zvisinei, patinongobva mumamiriro ezvinhu iwayo akanaka, dambudziko racho rinowedzera.

Matambudziko makuru anokonzerwa ne zvakanyorwa zvakaoma kwazvo, semaitiro emavara ekuEast Asia, uko kuchinja kudiki kwe stroke kunogona kuchinja zvinoreva. Kuskena kusina resolution yakakwana, mabhii madiki kwazvo, ma logo, zvimwe zviratidzo zvakakosha, uye, zvechokwadi, manotsi akanyorwa nemaoko nekukurumidza kana manotsi akanyorwa nemutsara wepakati.

Kana manyorerwo akajeka, akadhindwa, uye akacheneswa, maturusi mazhinji emazuva ano anopa mhedzisiro inogamuchirika, kunyanya kana injini yeOCR yakadzidziswa zvakanaka manyorerwo. Zvisinei, kana manyorerwo ako akarongwa zvakanyanya, akatsveyama, kana kuti asina kurongeka, kuziva kunowanzo kukonzera zvikanganiso. zvikanganiso zvinowanzoitika, kusiiwa, kana kuvhiringidzika pakati pemabhii.

Munyaya yemapurogiramu ekunyora manotsi, mamwe magadzirirwo akadai se MyScript kanaGoodNotes, OneNote, uye Pen to Print zvakanyatsokodzera kunyora pachikirini uchishandisa peni yedhijitari. Mapurogiramu aya akadzidziswa nemienzaniso yakawanda ye manyorerwo emifananidzo pamapiritsi uye sanganisa kuziva magwaro nezviito (kudzvanya, kudonhedza mutsetse pasi, kushandura kaviri, nezvimwewo) kuti basa rive nyore.

Kunyangwe nesoftware yeOCR yakanakisa, zvakachengeteka kufunga kuti Kururama hakuzombofi kwakava 100%.Kunyanya mumanyoro marefu kana kuti mapfupi, zvichiri kukurudzirwa kuti uongorore rugwaro rwacho nemaoko usati warugovera kana kuuchengeta zvachose, kunyanya kana rwuri gwaro repamutemo, redzidzo, kana rehunyanzvi.

Kuzivikanwa kwemavara uye kuwanikwa kwedhijitari

Kuziva magwaro hakungobatsiri chete pakuchengetedza nguva pakunyora manotsi. Mumamiriro ezvinhu akadai sehutungamiriri hwehurumende, dzidzo, kana mabasa evagari, OCR yave chinhu chinobatsira chinhu chakakosha chekusimbisa kuwanikwa kwedhijitari.

Padanho reEurope nemuSpain, mitemo yekusvikika inoda kuti masevhisi mazhinji edhijitari nezviri mukati (mafomu, magwaro ePDF, ruzivo rwepamutemo) zviitwe. inoverengwa nehunyanzvi hwekubatsira zvakaita sema "screen readers", "speech synthesis", kana "braille displays". Izvi zvinoreva kuti magwaro acho anofanira kunge ari muchimiro chinogona kududzirwa nekombuta, kwete kungova mifananidzo yakavharirwa.

Muchiitiko ichi, mapurogiramu eOCR anobvumira kushandurwa magwaro ekare akaskeniwa, mafomu epepa, kana ma invoice akadhindwa mumafaira akarongeka uye anogona kutsvagwa. Zvadaro, mamwe matanho ekuwanikwa anogona kushandiswa kune izvo zvatove zvedhijitari: semantic tagging, hierarchical headings, dzimwe tsananguro dzemifananidzo, uye kugadziriswa kwematafura akaomarara.

Zvisinei, OCR ingori danho rekutanga chete. Kunyangwe ukakwanisa kushandura PDF yakaskenwa kuita rugwaro rwaunogona kusarudza, haitsivi kudiwa kwe... ongorora chimiro chegwaro uye tevedzera nhungamiro dzeWCAG (hurongwa hwemusoro, kurongeka kwekuverenga, kusiyana kwemavara, nezvimwewo). Kunyangwe zvakadaro, kuva neinjini yakanaka yekuziva kunoderedza zvakanyanya kushanda nesimba kunodiwa kugadzirisa mafaira akawanda ekare.

Mapurogiramu eOCR asina kubhurwa eWindows neMacOS

Kuzivikanwa kwemavara mumanyoro akanyorwa nemaoko nematurusi asina basa

Kune makombiyuta epakombiyuta nepalaptop, une mhinduro dzakasiyana-siyana dzeOCR dziripo, kubva kuma suites ehunyanzvi anobhadharwa kusvika kumaturusi emahara. Kana chinonyanya kukosha chiri kushanda usiri paindaneti uye kugadzirisa magwaro akawanda akavimbika, Mapurogiramu eDesktop anoramba ari sarudzo ine simba zvikuru.

Imwe yenhoroondo dzinotaurwa munyaya iyi ndeiyi ABBYY FineReaderIyi mhinduro yehunyanzvi ine rutsigiro rwemitauro inopfuura 190 inozivikanwa nekururama kwayo kwakanyanya (inopfuura 99% mumamiriro akanaka) uye nekuwedzera maficha epamusoro akadai se Kuvandudzwa kwemifananidzo, kusarudzwa kwenzvimbo, kugadzirisa batch, uye kugadzirisa zvakananga PDFUyezve, inobvumira kuenzanisa shanduro dzemagwaro uye kuita mabasa akaomarara munzvimbo dzebhizinesi kana dzekuchengetedza magwaro.

Imwe nzira yagara iripo ndeye Kofax OmniPageYakagadzirirwawo vashandisi vane hunyanzvi vanoda kuita kuti mavhoriyamu akawanda emapepa azivikanwe otomatiki. Inopa injini yakarurama kwazvo uye sarudzo dzakasiyana siyana dzekubatanidza OCR mumabasa ehofisi, masisitimu ekutarisira magwaro, uye madhatabhesi.

Muchikamu chinodhura zvishoma, chiri panzvimbo yacho ReadirisIyi software inowanikwa paWindows neMacOS, uye inokutendera kuti ushandure magwaro akaskeniwa kuita mafomati anogona kugadziriswa, kugadzirisa mabheti, uye kushandisa mitauro yakawanda. Kunyange zvazvo isingasvike padanho remhinduro dzinodhura zvakanyanya mune dzimwe mamiriro ezvinhu akaomarara, isarudzo yakakwana yekushandiswa zvakanyanya mumabhizinesi madiki kana mahofisi.

Kune rumwe rutivi, vanhu vazhinji vatova nehunyanzvi hweOCR vasina kuisa chero chinhu chaicho. Adobe Acrobat ProSemuenzaniso, ine chishandiso chakasimba chekuziva magwaro mukati mePDF workflow yayo yekare. Kubva ipapo, makondirakiti, mishumo, kana maskeni ekare anogona kushandurwa kuita mafaira anotsvakwa uye anogona kugadziriswa nekungodzvanya kashoma, online uye offline.

OCR yakabatanidzwa muzvishandiso zvehofisi necloud

Kunyangwe chinyorwa chino chichinyanya kutaura nezvemhinduro dzekunze kwewebhu, zvakakosha kuziva nezvemabasa eOCR ari mune mamwe masevhisi egore nekuti anogona kuwedzera mashandiro ako zvakanaka, chero bedzi kuvanzika kwezvinyorwa kuchibvumira.

MuMicrosoft ecosystem, OneNote Inopa basa reOCR rakavakirwa mukati rinobvumira Bvisa magwaro kubva mumifananidzo uye manotsi akanyorwa nemaoko yakanamirwa pamanotepad. Inoshanda zvakanaka nemagwaro akadhindwa, ane kururama kuri pedyo ne99%, uye inoshandura mifananidzo kuita zvinhu zvinogadziriswa uye zvinotsvakwa. Dambudziko nderekuti, kazhinji, kuzivikanwa kunoenderana nemasevhisi epamhepo, kunyangwe iyo desktop app pachayo ichigona kuita mamwe emabasa munharaunda.

Kudivi rako, OneDrive Inoongorora mifananidzo nemaPDF akachengetwa mugore kumashure kuti akwanise kutsvagwa. Uye kunyangwe Microsoft Word isingashandise OCR zvakananga pamifananidzo, inokutendera kuti uvhure maPDF semagwaro anogona kugadziriswa, uchishandisa kugona kwekuona mifananidzo yekumashure kweOffice ecosystem.

Munharaunda yeGoogle, Google Drive neGoogle Docs Vane OCR inoshanda zvikuru: paunoisa mufananidzo kana PDF, unogona kuivhura neDocs kuitira kuti bvisa rugwaro otomatikiSarudzo iyi ndeyemahara (mukati memuganhu wekuchengetera weakaundi), yakarurama zvinoshamisa, uye inoenderana nemitauro inopfuura zana, kunyangwe zvakare ichisanganisira kurodha zvinhu izvi kucloud.

Pakupedzisira, mhinduro dzakadai se Google ChengetaEvernote kana PictureToText Vanopa OCR iri nyore yekutora zvinyorwa kubva mumifananidzo kana zvakaskeniwa uye kuashandura kuita zvinhu zvinogona kugadziriswa. Mumamiriro ezvinhu apo kuchengetedza zvakavanzika hakusi dambudziko, vanogona kushanda senzira inokurumidza yekushandura zvinyorwa kana zvidimbu zvisina kuchekwa.

Software yeOCR yeWindows ine kusimbiswa pakururama

Kana uchishandisa Windows 10 kana 11 uye uchida kutarisa pamaturusi ekuona magwaro ane mukurumbira, kune sarudzo dzinoverengeka dzinosanganisa Kuvimbika kwakanyanya uye zvimwe zvinhu zvekushanda nemaPDF uye magwaro akaskenwa.

Chimwe chezvinhu zvinonyanya kukosha ndechekuti UPDF, iyo inoratidzwa semhinduro yakazara yekuverenga, kugadzirisa uye kugadzirisa maPDF, ine injini yeOCR inoshanda nemitauro inopfuura 38 uye chiyero chekururama chinosvika 99%Inobvumira batch OCR, kugadzirisa zvaunoda (mode inogadziriswa kana yekutsvaga, resolution, mutauro, nezvimwewo) uye inobatanidza neUPDF Cloud kuti itarisire mafaira ako munzvimbo yakarongeka, online uye offline kana wangobatanidza magwaro.

Windows 11 inosanganisirawo kupinda zvakananga kuOCR yesystem yacho Uchishandisa musanganiswa wekiyi yeWin + Shift + T, unogona kusarudza nzvimbo yechidzitiro wobvisa zvinyorwa kubva pamufananidzo. Basa iri, kunyange zvazvo rakaganhurirwa mumagadzirirwo epamusoro, rinobatsira zvikuru pakutora zvidimbu zvezvinyorwa kubva pamifananidzo, mapurogiramu asina sarudzo yekukopa, kana mifananidzo inoratidzwa pachidzitiro nekukurumidza.

Kune avo vari kutsvaga mhinduro dzemahara, FreeOCR Ichi chishandiso chemahara cheWindows chinotarisa pakushandura mifananidzo yakaskenwa nemaPDF kuita zvinyorwa zvinogadziriswa. Chinotsigira mitauro inopfuura zana, chinopa sarudzo yenzvimbo yekuziva zvikamu zvepeji chete, uye chinobvumira kuchengetedza mumafomati akasiyana-siyana uchichengetedza Kurongeka kwakanaka kwazvo pasina chikonzero chekubhadhara marezenisi.

Kune rumwe rutivi, OCR yakabatanidzwa mu Google DriveKunyangwe isiri online chete, yawana nzvimbo pakati pedzinonyanya kurumbidzwa nekuda kwekushandisa kwayo zviri nyore. Ingoisa gwaro racho worega sisitimu iri riite kuti rivepo semagwaro anogona kugadziriswa uye kutsvaga, pawebhu uye mumapurogiramu edesktop.

Mapurogiramu eOCR emafoni nemapiritsi: kubva paskana kusvika palaptop yedhijitari

Kana ukashandisa tablet kana smartphone kunyora manotsi, kugadzirira makirasi, kana kudzidza, mapurogiramu akasiyana-siyana ekunyora manotsi uye izvo zvinobvumira shandura manyorerwo emaoko nemabhodhi machena kuti zvive zvedhijitari Zvakakura chaizvo. Vazhinji vavo vanoshandisa kamera yemuchina uyu kuskena mapepa kana mabhodhi machena, uye vamwe vanoshandura zvakananga zvaunonyora nepeni yedhijitari pachiratidziro.

Pakati pemapurogiramu anozivikanwa zvikuru ekuskena ndeaya Kuskena kweAdobe, CamSanner uye Microsoft LensZvese izvi zvinokutendera kuti utore mapikicha emhando yepamusoro ezvinyorwa zvako, uzvicheke otomatiki, ugadzirise maonero ako, uye uvandudze kuverenga usati washandisa OCR. Kana uri Lens, unogona zvakare kushandura mapikicha acho kuita mafaira eWord, PowerPoint, kana PDF woachengeta zvakananga kuOneNote kana OneDrive.

Kana uchida kunyora nemaoko pachikirini wozoshandura runyoro irworwo kuita runyoro rwedhijitari, kune dzimwe nzira dzinonakidza. OneNote Zvinokutendera kuti unyore nepeni yedhijitari wobva washandura manotsi akanyorwa nemaoko kuita zvakanyorwa nemaoko, uchisanganisa mifananidzo, madhayagiramu, uye zvirevo pacanvas imwe chete.

Kusanganiswa kwehardware nesoftware ye Pepa reWacom Bamboo neBamboo Spark Inopa nzvimbo yaunonyora pabhuku remabhuku chaiwo uye, panguva imwe chete, kunyora kumwe chete ikoko kunoratidzwa muapp kubva patablet yako kana smartphone. Zvadaro unogona kushandisa ruzivo rwemashoko kana, zvirinani, kuronga nekugovana manotsi ari mudhijitari.

Imwe yemapurogiramu ane simba kwazvo munharaunda iyi ndeye MyScript kanaYakagadzirwa kubva pasi kuti ishande nemastylus ari pamapiritsi. Nekudzvanya kaviri, runyoro rwako runoshandurwa kuita zvinyorwa zvedhijitari, uye Inozivawo mafomura emasvomhu, madhayagiramu, uye mifananidzo.Magwaro anogona kutumirwa kune mafomati akadai se.docx, TXT kana HTML uye ochengetwa mugore (iCloud, Dropbox, Google Drive…).

Mune iOS ecosystem, Mashoko akanaka y Notes Plus Ivo vanhu vaviri vakamboshanda nesimba. GoodNotes inoshandura manyorerwo kuita mafomati evector, izvo zvinovandudza chitarisiko uye zvinobvumira tsvaga pane zvese zvinyorwa zvakachinjwa uye zvinyorwa zvakanyorwa nemaokoNotes Plus, iyo inotsigira Apple Pencil nedzimwe stylus, inoshandura zviri kuratidzwa pachiratidziro kuita magwaro edhijitari muDOC kana PDF format, uye inotokubvumidza kuisa mapikicha zvakananga kubva mugallery kana kamera.

Zvishandiso zvakananga zvekutarisa manotsi akanyorwa nemaoko pabepa

Kana uchigara uine mabhuku ekunyorera, mapurani, kana mapepa asina kurongeka wobva wada kuisa zvinhu zvese mudhijitari pasina matambudziko, kune maapplication anotarisa izvozvo chete. skena uye ziva zvakanyorwa pabepa, kusanganisira manotsi ari pabhodhi jena rekirasi.

Imwe app inonakidza ndeye Text scanner (Android chete), iyo inopfuura magwaro epepa: inokutenderawo kuti utore manotsi emudzidzisi pabhodhi, uchicherechedza magwaro mumitauro inopfuura makumi mashanu. Kana maitiro acho apera, unogona tumira mhinduro yacho neemail, uiise kucloud, kana kuikopa ku clipboard kuti uiise mune chero imwe application.

Pen to PrindaInowanikwa pa iOS ne Android, app iyi inonyanya kutarisa pakuona manotsi akanyorwa nemaoko akaskeniwa: madhayari, maminitsi emusangano, mabikirwo, runyorwa… App iyi inoskena peji, inoshandura runyoro kuita rugwaro rwedhijitari, uye inokutendera kuti unyore. Ongorora mutsetse nemutsetse kuti ugadzirise zvikanganiso usati watumira kuDOCX, PDF kana mamwe mafomati.

Pakupedzisira, Notepad Scanner (Android) inokutendera kuti ugadzire madhirowa, manotsi, manotsi ebhodhi jena, marisiti, uye marudzi ese emapepa mudhijitari. Inozvigadzirisa yega. maonero nechiedzaInoshandura kuita PDF, inokutendera kuti uwedzere mapeji akawanda kufaira rimwe chete, uye inopa sarudzo dzekugovana kuburikidza neemail, SMS, cloud, kana social network.

Kuzivikanwa kwemashoko munzvimbo dzine basa rakaoma

Kunze kwedzidzo kana kuti zvemunhu, OCR isina internet inowanikwa zvakanyanya mumasangano anoda Kugadzirisa magwaro akawanda nekukurumidza uye zvakachengetekaMakambani anopa mazano, masevhisi ekupa mazano, makambani emutemo, zvipatara, hurumende kana mafekitori anobata mapepa akawanda zuva nezuva anofanira kushandurwa kuita ruzivo runobatsira.

Nyaya inonakidza ndeyeavo vanonyora manotsi nemaoko zvakanyanya mumisangano kana mafoni, senge maneja wekambani yekupa mazano. Muzviitiko izvi, maapplication akajairika ekunyora manotsi dzimwe nguva haashande zvakanaka: OCR haisi nguva dzose yakarurama kana kuti inokurumidza zvakakwana, interface yacho inenge yakawandisa, uye Kuedza kuronga nekunyora mazita ezvinyorwa zvese kunodarika zvakanakira. kuti ive nayo nenzira yedhijitari.

Chinodiwa chaicho mumamiriro ezvinhu aya ndechekushandisa izvo tanga kunyora nemaoko ako uchikoshesa kupfuura zvese, neOCR inogara yakabatidzwa inoziva mazwi ari kumashure, asi iyo Usambofa wakatsiva inki yekutanga yagara iripoPfungwa yacho ndeyekuchengetedza peji sezvarakanyorwa, nemiseve yaro, mitsara iri pasi nezviratidzo, uye kuva nemaonero "akachena" emagwaro emakombiyuta anowanikwa kana zvichidikanwa.

Rudzi urwu rwemhinduro rwakakodzera runofanira kupa interface iri nyore kwazvo, ine mapeji ega ega anokodzera skrini Panzvimbo pekunyora mupumburu usingaperi, peji rega rega raizomiririra musangano kana musoro wenyaya, nechiratidzo chimwe chete kana zviviri zvinoonekwa uye zvimwe zvese zvakavigwa mumamenyu akavharika. Nzvimbo yekunyora nekugadzirisa ruzivo yaizova tsvene.

Chinhu chine simba zvikuru mumabasa aya ekushanda ndicho zviratidzo zvakangwara: madotsi ekuratidza ruzivo, madenderedzwa emabasa ari kumirira, ma hashtag emisoro kana maforodha, < > zviratidzo zvekuisa pachena zvidimbu zvakakosha, mitsetse yakatambanuka yekuparadzanisa zvikamu… Dai app yainzwisisa zviratidzo izvi uye yaishandisa kugadzira runyorwa rweotomatiki (semuenzaniso, "mabasa ese ari kumirira kubva vhiki rapfuura") uye tag makore ane chekuita nezuva, kufanana kana mamiriro ezvinhu, kuchengetedza nguva pakutsvaga ruzivo kwaizova kukuru.

Nhasi kune mapurogiramu akaita seGoodNotes anosvika padanho iroro, asi mashandiro acho achiri kushaikwa. Kunyora otomatiki kwepamberi, zviratidzo zvakangwara, uye kurongwa kwemazwi akadzikaPanyaya yehunyanzvi, nehunyanzvi huripo pari zvino hweAI-based OCR uye kuongorora magwaro, chishandiso chakadaro chinogona kurongwa zvakanaka; chinhu chikuru chiri mukugadzirwa kweruzivo rwemushandisi uye mukuenzanisa simba nekureruka.

Mhinduro dzemahofisi akabatana: maprinta ane mabasa akawanda uye vabatsiri vebasa

Mumahofisi mazhinji emazuva ano, nzira yekupinda muOCR imidziyo ine mabasa akawanda pachayo: maprinta enetwork nemascanners anotobatanidza mabasa eOCR. Kuzivikanwa kwemashoko pasina chikonzero chekuisa mamwe masoftware pakombuta yega yega.

Technology Xerox ConnectKeySemuenzaniso, inopa ecosystem yemapurogiramu akagadzirwa se "work assistant" kuti aite kuti magwaro ashande zvakanaka. Pakati pemapurogiramu aya pane Xerox Note Converter, yakagadzirirwa Chinja manotsi akanyorwa nemaoko kuita magwaro anogona kugadziriswa zvakananga kubva pamudziyo une mabasa akawanda, pasina kupfuura nemapurogiramu akati wandei.

Rudzi urwu rwemhinduro rwakagadzirirwa zvikamu zvakaita sedzidzo, manejimendi, hutano, zviwanikwa zvevanhu, nharaunda dzemutemo, kugadzira, kana kutengesa, uko vashandi vanoda Kurumidza kushandura mafomu, zvinyorwa zvemisangano, zvinyorwa zvemapepa, uye magwaro ekushanda kuchengetedza mwero wakanaka wekuchengetedzwa uye kutonga kwakabatana.

Chinhu chinonyanya kutariswa pano hachisi chekunyanya kunyora manotsi asi pane Kubatanidzwa kweOCR mumabasa ehofisi: kutora kubva muskena, kupatsanura otomatiki, kutumira kunzvimbo dzinochengeterwa magwaro, kunyora mazita ekutanga uye kugovera kuvanhu vakakodzera, zvese izvi pasina kupindira nemaoko.

Maitiro ekushanda anoshanda ekushandura manotsi akanyorwa nemaoko kuti ave edhijitari pasina

Nezvinhu zvese zviri patafura, mubvunzo ndewekuti ungagadzira sei sisitimu inoshanda yekushandisa zuva nezuva inoshandisa mukana wekuziva magwaro ari kunze kwewebhu pasina kuva mutoro wekuwedzera. Mashoko akanaka ndeekuti nekushandisa zvishandiso zvishoma chete unogona kuita izvi. mafambisirwo ebasa akanyatsogadzirwa zvakanaka ekudzidza nekushanda.

Kana uri mudzidzi kana mudzidzisi uchishandisa tablet, nzira yakajairika yekushanda ndeye: kunyora manotsi nemaoko muapp yakaita se MyScript Nebo, GoodNotes kana OneNote, shandura zvikamu zvakakosha kuita zvinyorwa kana uchida, ronga mapeji mumabhuku ekunyorera wozvinyora nemusoro wenyaya kana musoro wenyaya. Zvadaro unogona kutumira kuWord kana PDF, wochengeta makopi kune sevhisi yekuchengetera (kunyange zvazvo zvakanaka kuti uzviite saizvozvo). Kutendeuka uye basa rezuva nezuva zvinogoneka pasina internet).

Kana uchida bepa chairo, unogona kusanganisa app yekuskena isina internet (Adobe Scan, CamScanner, Notebloc Scanner, Text Scanner, kana Pen to Print) necomputer yako ine text editor kana note manager. Unoskena mapeji ako pakupera kwezuva, woisa OCR pamudziyo wacho, uye Unoisa manotsi acho nezuva, purojekiti, kana mutengi.Kutsvaga kuchaitwa mune ramangwana pamashoko akadhindwa, kunyange zvazvo uchizogara uine mufananidzo wepakutanga.

Munzvimbo dzehofisi, unogona kugadzira ma workflows apo network multifunction printer inoita scanning yekutanga uye OCR inoshanda, uye software yakaita se ABBYY FineReader, UPDF kana Kofax OmniPage Inobata mabasa epamusoro-soro: kudzora mhando, kurongedza, kutumira kune masisitimu emukati, kana kugadzirisa ma "bulk batch". Nenzira iyi, vashandi vanongopedza masekondi mashoma chete vachitora data, uye mamwe ese anongoitwa otomatiki.

Muzviitiko zvese, zvinokurudzirwa kushandisa nzira shoma dzakanaka kuti uwane ruzivo rwakawanda kubva pakuziva magwaro: nyora zvakajeka sezvinobvira Kana wava kuziva kuti uchashandura magwaro ako kuti ave edhijitari, shandisa nguva dzose kodhi yechiratidzo chimwe chete, skena zvakanaka uye zvine resolution yakanaka, uye chengeta nguva pfupi yekuongorora magwaro akakosha.

Nekusanganiswa kwakakodzera kwemapurogiramu ekunyora manotsi, ma scanner, mainjini eOCR, uye maitiro ekunyora nekunyora mafaira, zvinokwanisika kubva pamabhuku akawanda asina kunaka kuenda kune system iyo Zvinyorwa zvako zvakanyorwa nemaoko zvinoshandurwa kuita faira redhijitari rinotsvakwa, rakachengeteka, uye rakagadzirira kushandiswa.kunyangwe kana usina internet kana usingakwanise kushandisa cloud services.

Skena zvinyorwa neCamScanner
Nyaya inoenderana:
Maitiro ekushandura mifananidzo kuita zvinyorwa zvinogadziriswa neCamScanner uye OCR dzimwe nzira