Incamake
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.
Kumenyekanisha Ibyiza ni ibya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga.
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.
Kumenya Kumenyekanisha Ibyiza
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. Kumenyekanisha Ibyiza ni ibya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Optical Character Recognition nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amatsinda akomeye akoresha Optical Character Recognition iringaniza neza hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe nibirango bihoraho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mugihe kimwe, uburenganzira bwishusho no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
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
Uburyo bwo Gushyira mu bikorwa
Kumenyekanisha neza muburyo bwiza
Porogaramu za banki zigendanwa zisoma konte yo kugenzura impapuro, inzira, hamwe nimirima kugirango abakoresha babike kumafoto.
Porogaramu za banki zigendanwa zisoma konti yo kugenzura impapuro, inzira, hamwe nimirima kugirango abakoresha bashobore kubitsa kumafoto Amakipe ubusanzwe abona ibisubizo byiza mugihe asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kumenyekanisha neza muburyo bwiza
Google Lens hamwe na Apple Live Text ikwemerera gukoporora inyandiko kumafoto cyangwa guhindura menu yamahanga mugihe nyacyo.
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Kumenyekanisha neza muburyo bwiza
Kwandika ikinyamakuru cyamateka nububiko bwibitabo kugirango inyandiko yuzuye ibe ijambo ryibanze-gushakishwa.
Kwandika ikinyamakuru cyamateka nububiko bwububiko bwibitabo kugirango inyandiko yuzuye ibe ijambo ryibanze-gushakishwa Amakipe mubisanzwe abona ibisubizo byiza mugihe asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kumenyekanisha neza muburyo bwiza
Inyemezabuguzi yikora no gutunganya inyemezabuguzi muri porogaramu y'ibaruramari ikuramo ibicuruzwa, itariki, hamwe na byose.
Inyemezabuguzi zikoresha no gutunganya inyemezabuguzi muri porogaramu y'ibaruramari ikuramo ibicuruzwa, itariki, hamwe na hamwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu zibyara umusaruro hamwe n’ikosa ryigihe.
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.
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.