Kumenyekana neza
Optical Character Recognition (OCR) ihindura amashusho yinyandiko - inyandiko zisikanye, amafoto yibimenyetso, PDF - mo imashini isomeka, inyandiko ikosorwa.
Incamake
It is the bridge that makes the printed and handwritten world searchable and computable.
Kwibira cyane
OCR ihindura pigiseli isa ninyuguti muri code yimiterere nyayo mudasobwa ishobora kubika no guhindura. Classic OCR yakoze mubyiciro: gusukura no de-skew ishusho, shakisha uturere twanditse, uyigabanyemo imirongo hamwe na glyph kugiti cyawe, hanyuma ushyire muburyo buri glyph uhuza imiterere yayo nuburyo buzwi. OCR igezweho ahanini ni neural: umuyoboro wemeza usoma ibintu bigaragara, kandi icyitegererezo (akenshi hamwe no gutakaza CTC cyangwa decoder ishingiye kubitekerezo) gihanura imirongo yose idakeneye gutandukanya imiterere yuzuye. Ibi bikoresha inyuguti, inyuguti zuzuzanya, hamwe nimyandikire itandukanye cyane. Moteri nka Tesseract, hiyongereyeho serivisi zicu kuva Google, Amazone, na Microsoft, ubu igera kumurongo wukuri cyane kumpapuro zisukuye kandi zikoresha indimi ninyandiko nyinshi.
Ubushishozi
Iterambere rikomeye ni Connectionist Temporal Classification (CTC). Sisitemu ishaje yagombaga gukata ijambo mu nyuguti zitandukanye mbere yo kubimenya - bikunze kwibeshya iyo inyuguti zikoze cyangwa zisize. CTC ireka urusobe rusubirwamo cyangwa ruhindura ibisohoka kuri buri nyuguti kuri buri gice gitambitse cyishusho, hanyuma igasenyuka gusubiramo nubusa kugirango itange ijambo ryanyuma. Ibi bivanaho intambwe igabanya intambwe kandi ireka icyitegererezo cyiga guhuza hagati ya pigiseli ninyuguti mu buryo bwikora uhereye kumashusho-inyandiko ebyiri.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
Build choices
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Itsinda hamwe nakazi
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ejo hazaza hamenyekana neza
OCR ihurira hamwe mugari 'inyandiko AI' hamwe nicyitegererezo cyururimi-cyerekezo gisoma urupapuro kandi gisubiza ibibazo kubijyanye nabyo, bisimbuka intambwe itandukanye yo gukuramo inyandiko. Tegereza uburyo bukomeye bwo kwandika intoki, ububiko bwamateka, amafoto ya terefone ntoya, hamwe nimiterere igoye nkameza, imiterere, hamwe ninyemezabwishyu. Indimi nyinshi kandi nkeya-ibikoresho-byanditse bizakomeza kwaguka, kandi ku gikoresho OCR izihuta, itume igihe nyacyo cyo guhindura ibimenyetso byumuhanda no gufata ako kanya inyandiko iyo ari yo yose kamera ibona.
Gushyira mu bikorwa Isi
Porogaramu za banki zigendanwa zisoma konte yo kugenzura impapuro, inzira, hamwe nimirima kugirango abakoresha babike kumafoto
Google Lens na Apple Live Text ikwemerera gukoporora inyandiko kumafoto cyangwa guhindura menu yamahanga mugihe nyacyo
Kwandika ikinyamakuru cyamateka nububiko bwibitabo kugirango inyandiko yuzuye ibe ijambo ryibanze-gushakishwa
Inyemezabuguzi yikora no gutunganya inyemezabuguzi muri porogaramu y'ibaruramari ikuramo ibicuruzwa, itariki, hamwe na byose
Ingaruka & Kurinda
Uburenganzira bwishusho hamwe no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse.
Imikorere yicyitegererezo irashobora gutandukana kumurika, demografiya, nibidukikije.
Ibyiza byibinyoma birashobora kutamenyekana keretse niba ibyiringiro byateganijwe bikurikiranwa.
Igishushanyo mbonera
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Kumenyekanisha ibikorwa
Ibibazo bikunze kubazwa
What is Optical Character Recognition?
Optical Character Recognition (OCR) ihindura amashusho yinyandiko - inyandiko zisikanye, amafoto yibimenyetso, PDF - mo imashini isomeka, inyandiko ikosorwa. Nicyo kiraro gituma isi yacapishijwe kandi yandikishijwe intoki ishakishwa kandi ikabarwa.
Nuwuhe murimo wibanze wa OCR?
Igikorwa cya OCR cyo gusobanura ni uguhindura pigiseli yerekana inyuguti mumyandikire nyayo mudasobwa ishobora kubika, gushakisha, no guhindura.
Nubuhe buryo butuma OCR igezweho yirinda gutema ijambo mu nyuguti zitandukanye mbere yo kumenyekana?
CTC ireka urusobekerane rwerekana inyuguti hejuru yishusho hanyuma ugasenya ibisubizo, ukuraho gucikamo ibice kuri buri nyuguti.
Ni ukubera iki 'de-skewing' intambwe isanzwe itunganyirizwa mu miyoboro ya OCR?
Urupapuro rwerekanwe cyangwa rwafotowe akenshi ruzunguruka gato; de-skewing ihuza inyandiko itambitse, itezimbere kumenya neza.
Ninde muribi ukoresha cyane-isoko ya OCR moteri?
Tesseract ni moteri izwi cyane ya OCR moteri ishyigikira indimi nyinshi; abandi bakorera intego zidafitanye isano.
Kuki inyandiko yandikishijwe intoki muri rusange igoye kuri OCR kuruta inyandiko yacapwe?
Inyandiko y'intoki ifite impinduka nini mumiterere, ihanamye, hamwe nintera, hamwe ninyuguti zitukana zihuza, bigatuma ibice no gutondeka bigoye cyane.