Esikhathini samanje sedijithali, ikhono lokukhipha umbhalo ezithombeni seliyisidingo esibalulekile kumabhizinisi amaningi nakubantu ngabanye. Ukuthi ukuguqula amadokhumenti askeniwe abe umbhalo ohlelekayo noma ukukhipha ulwazi ezithombeni, izixazululo zesithombe-kuya-kumbhalo ziguqule indlela esiphatha ngayo ulwazi olubukwayo. Ubuchwepheshe be-Image-to-Text buyashintsha indlela amabhizinisi acubungula ngayo idatha ebonakalayo, akhiphe umbhalo ngaphandle komthungo ukuze uthole usizo oluphakeme nokusebenza kahle.
Amathuluzi ayi-10 Athuthukisa Umhlaba Wokukhishwa Kwesithombe-Umbhalo
Kusukela ezimbonini ezinkulu ezifana ne-Google ne-Amazon kuya kubahlinzeki besofthiwe abakhethekile be-optical character recognition (OCR), sizocubungula izici namandla ayo ngayinye. isithombe-kuya-umbhalo isisombululo. Ukwengeza, sizokhuluma nge-GoTranscript nabanye esiqhudelana nabo emakethe, sigqamisa ukunikezwa kwabo okuhlukile kulo mkhakha othuthukayo ngokushesha. Lezi zixazululo ezisezingeni eliphezulu zinika abasebenzisi amandla okuguqula izithombe zibe umbhalo oseshekayo nohlelekayo kalula, zivule ukukhiqiza okuthuthukisiwe kanye namathuba okuphatha ulwazi.
I-GoTranscript
I-GoTranscript iyisevisi yokubhala ehloniphekile eyeqa indawo evamile yokuloba amafayela omsindo noma evidiyo ngokunikeza ukuguqulwa kwesithombe ukuya kombhalo njengenye yezinsizakalo zayo ezihlukile. Ngokuzibophezela kokunemba nokunemba, iphinde isebenzise ubuchwepheshe bababhali bokulotshwa kwabantu ukuze balobe umbhalo ngokuqondile usuka ezithombeni. Ukuqasha ochwepheshe babantu kuqinisekisa ukuthi inqubo yokubhala igcina ikhwalithi ephezulu kakhulu nobuqotho. Le nkampani ithatha izinhlobo eziningi zamafomethi ezithombe, ihlangabezana nezidingo zamakhasimende ezahlukahlukene.
Noma ngabe imibhalo eskeniwe, izithombe, noma izithombe-skrini, inkundla ye-GoTranscript yakhelwe ukuphatha izinhlobonhlobo zezinto ezibonakalayo ngempumelelo. Lokhu kuhlukahluka kwenza abantu namabhizinisi bakwazi ukuguqula okuqukethwe okusekelwe ezithombeni kube umbhalo, konga isikhathi esibalulekile nezisetshenziswa. I-GoTranscript igxile kakhulu ezinsizakalweni zokulotshwa komsindo nevidiyo. Baziwa ngekhono labo lokuloba amafayela omsindo ekhwalithi ephansi noma ayinkimbinkimbi anezipikha eziningi. Ngokuzinikezela ekwanelisekeni kwekhasimende, i-GoTranscript iqinisekisa imiphumela yekhwalithi ephezulu, iqinisekisa ukuthi yonke imibhalo iphelele, inembile, futhi ihambisana nezidingo eziqondile zeklayenti ngalinye.
I-Adobe Acrobat Pro
I-Adobe Acrobat Pro iyisoftware edumile yokuhlela ye-PDF egqama ngokusebenza kwayo okuqinile kwe-OCR. Lesi sici sinika amandla i-Acrobat Pro ukuthi iguqule amadokhumenti askeniwe nezithombe zibe umbhalo ohlelekayo ngaphandle komthungo. I-Acrobat Pro ibona izinhlamvu namagama ngaphakathi kokuqukethwe okubuyekeziwe ngokusebenzisa ubuchwepheshe be-OCR, evumela abasebenzisi ukuthi bahlele, baseshe, futhi basebenzise umbhalo njengoba kudingeka.
Enye yamandla e-Acrobat Pro ukwesekwa kwayo ngezilimi eziningi, okuyenza ikwazi ukucubungula imibhalo ngezilimi ezahlukene. Ngokungeziwe emandleni ayo e-OCR, i-Adobe Acrobat Pro inikeza izici eziningi zokuphatha amadokhumenti. Abasebenzisi bangahlela kalula, bahlanganise, futhi balawule amafayela e-PDF, bakhe ukugeleza komsebenzi okusebenza kahle kakhudlwana nokuhlelekisiwe. Izici ezinjengokuhlanganisa idokhumenti, ukuhlukaniswa, nokubethela zithuthukisa ukuvikeleka nokulawula kwedokhumenti.
I-Google Cloud Vision API
I-Google Cloud Vision API inikezela ngamakhono anamandla okubonwa kwesithombe, okuhlanganisa ubuchwepheshe be-OCR bokukhipha umbhalo ezithombeni. Le modeli yokufunda ngomshini ihlonza iphinde ikhiphe umbhalo ebuningini bezilimi. Isekela amafomethi ezithombe ahlukahlukene nezilimi, okwenza kube ukukhetha okuguquguqukayo.
I-Amazon Text
I-Amazon Textract iyisevisi ye-OCR enembe kakhulu futhi eyingozi ehlinzekwa yi-Amazon Web Services. Ingakwazi ukukhipha umbhalo kumadokhumenti askeniwe, amafayela e-PDF, nezithombe. I-Textract iphinde inikeze izici ezithuthukile ezifana nokubonwa kwefomu nokukhipha ithebula. Iyakwazi ukukhipha umbhalo cishe kunoma iyiphi idokhumenti, igqama nekhono layo lokuhumusha amathebula namafomu.
I-Microsoft Azure Cognitive Services
I-Microsoft Azure Cognitive Services ihlanganisa i-Computer Vision API, ehlinzeka ngamakhono okuhlaziya izithombe, kuhlanganise ne-OCR. Isekela izilimi eziningi futhi ingakhipha umbhalo ezithombeni ezihlukahlukene, kuhlanganise nombhalo obhalwe ngesandla.
I-Abbyy FineReader
I-Abbyy FineReader iyisoftware ye-OCR ebanzi esekela ukuguqulwa kwesithombe kuya kombhalo. Inikeza ukunemba okuphezulu futhi ingacubungula kokubili umbhalo ophrintiwe nobhalwe ngesandla. I-FineReader futhi ihlanganisa izici ezithuthukisiwe zokuguqulwa kwedokhumenti nezici zokuhlela. Lesi sixazululo esithuthukisiwe sikhipha umbhalo kumafomethi amaningi, okuhlanganisa izithombe namadokhumenti askeniwe.
I-ABBYY FlexiCapture
I-ABBYY FlexiCapture iyisisombululo sezinga lebhizinisi sokuthwebula amadokhumenti nokukhipha idatha. Isebenzisa ubuchwepheshe be-OCR ukukhipha umbhalo ezithombeni, amafomu, nama-invoyisi. I-FlexiCapture ihlanganisa nokuqinisekiswa kwedatha ehlakaniphile nezinketho zokuhlanganisa.
CaptureFast
I-CaptureFast iwukubamba idokhumenti esekwe emafini nesixazululo se-OCR. Ivumela abasebenzisi ukuthi bakhiphe umbhalo ezithombeni nakumadokhumenti, okuhlanganisa ama-invoyisi, amarisidi, namakhadi ebhizinisi. I-CaptureFast inikeza ukukhishwa kwedatha okuzenzakalelayo nokuhlanganiswa nezinhlelo zokusebenza zezinkampani zangaphandle. Ilungele amabhizinisi, yenza imibhalo ibe yidijithali ngokuthwebula nokukhipha umbhalo ezithombeni noma ephepheni.
I-Soda PDF
I-Soda PDF iyisixazululo esiphelele se-PDF esisebenza nge-OCR. Ingakwazi ukuguqula imibhalo nezithombe eziskeniwe zibe umbhalo oseshekayo nohlelekayo. I-Soda PDF iphinde inikeze izici ezifana nokuhlanganisa idokhumenti, ukuhlukanisa, nokubethela.
Rossum Elis
I-Rossum Elis iyithuluzi elinamandla le-AI elihamba phambili eligxile ekukhishweni kwedatha ye-invoyisi. Okwenza i-Rossum Elis ihluke kuzixazululo ze-OCR zendabuko yindlela yayo yokuthwebula idatha yokuqonda, ekwazi ukuqonda imibhalo ngendlela efana neyomuntu. Ifunda ukuqonda ukwakheka kwe-invoyisi, iyenze ikwazi ukukhipha idatha kuma-invoyisi ahlukahlukene, ngokunganaki ukwakheka kwawo noma ifomethi.
I-OCR.space
I-OCR.space iyisevisi ye-OCR eku-inthanethi yamahhala esekela ukuguqulwa kwesithombe kuya kombhalo. Inikeza isikhombimsebenzisi esilula nesisebenziseka kalula sokulayisha izithombe nokukhipha umbhalo. I-OCR.space isekela izilimi eziningi futhi inikeza izinketho zokuhlanganisa i-API. Ithuluzi eliku-inthanethi lamahhala, i-OCR.Space inikeza indlela elula yokukhipha umbhalo ezithombeni.
Ukuthatha kokugcina
Izisombululo eziphezulu ezingu-10 zalesi sihloko sesithombe-kuya-umbhalo zinikeza amathuluzi okuqala okukhipha umbhalo okungenazihibe ezithombeni. Ngohlu lwezici namandla, lezi zixazululo zihlangabezana nezidingo ezahlukahlukene zabasebenzisi, okuzenza zibe wusizo ezimbonini nakubantu abahlukahlukene. Kungakhathaliseki ukuthi udinga amakhono ayisisekelo e-OCR ukuze uguqule isithombe sibe umbhalo olula noma izici ezithuthukisiwe zokucubungula idokhumenti, lawa mathuluzi ahlinzeka ngezinketho ezithembekile ukuze uqondise ukuhamba komsebenzi wakho futhi uthuthukise ukukhiqiza.
Kusukela ekunikezelweni okuqinile kwezikhondlakhondla zemboni ezifana ne-Google ne-Amazon kuya kubahlinzeki be-software ye-OCR abakhethekile nezinsizakalo zokulotshwa njenge-GoTranscript, kunesixazululo sokuhlangabezana nazo zonke izidingo. Ukwamukela lezi zixazululo zesithombe-kuya-kumbhalo ezihamba phambili zenza abasebenzisi bakwazi ukuvula amandla aphelele olwazi olubonwayo, baguqule ngokushesha izithombe zibe umbhalo oseshekayo nohlelekayo. Njengoba inkambu iqhubeka nokuvela, singalindela ukuthuthuka okwengeziwe nezici ezintsha ezizoqhubeka ziguqule indlela esikhipha ngayo umbhalo ezithombeni, kuthuthukise ikhono lethu lokuphatha nokusebenzisa ulwazi ngempumelelo.
