AI muKuzivikanwa Kwekunyora
Kuzivikanwa kwekunyora nemaoko kunoshandisa AI kushandura peni sitiroko kana inki yakaongororwa kuita zvinyorwa zvedhijitari.
Pfupiso
It powers everything from depositing checks with your phone to digitizing centuries-old manuscripts.
Kudzika Kwakadzika
Kuzivikanwa kwerunyoro kunokamukana kuita zvinhu zviviri. Offline (kana optical) kuzivikanwa kunoshanda kubva pamufananidzo wakamira, senge tsamba yakaongororwa, uko AI inongoona yapera inki. Kuzivikanwa kwepamhepo kunotora kunyora sezvazvinoitika pachinyoreso kana chekubata-bata, saka modhi zvakare inoziva sitiroko kurongeka, kumhanya, uye kudzvanywa kwepeni, izvo zvinoita kuti zvive zvakanyanya. Masisitimu emazuva ano anoshandisa neural network, kazhinji CNN kuverenga maumbirwo pamwe neinodzokororwa kana transformer layer yekuenzanisira kutevedzana. Chinhu chakakosha chehunyengeri ndeye Connectionist Temporal Classification (CTC), iyo inobvumira iyo network inobuda mameseji pasina kuda yega yega pre-segmented. Cursive inonyanya kuomesesa nekuti mabhii haanzwisisike pamwechete, saka modhi dzinodzidza mazwi ese uye dzinoshandisa mamiriro emutauro kusanzwisisa zvishwe zvisina kujeka.
Technical Insight
Nekuti kunyora neruoko hakuna mabhii akachena, CNN inotanga kuburitsa zvinoonekwa kubva kumahwindo anotsvedza emufananidzo, ipapo LSTM kana transformer inoaverenga sekutevedzana. Kurasika kweCTC kunoenzanidza uku kusiyanisa-kureba kunobuda kune chinyorwa pasina mavara emavara ega-ega, kudhirikira kufanotaura kwakadzokororwa uye zvisina. Mutauro wemodhi unobva wapa zvekare zvibodzwa, saka 'tne' inova 'iyo' uchishandisa zvingangoitika zvezwi, senge chiperengo-cheki uchitungamira fungidziro yekuona.
Strategic Impact
Vaka sarudzo
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo.
Team uye workflow
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba.
Ngozi uye kuchengeteka
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa.
Ramangwana reAI muKuzivikanwa kweRunyoro
Tarisira kuzivikanwa zvakanyanya pa-mudziyo kuitira kuti manotsi ashanduke kuita mavara ipapo pasina kutumira inki kumakore, kuvandudza kuvanzika uye kumhanya. Transformer modhi dzakadzidziswa pazvinyorwa zvakawanda zvinobata kodhi-kuchinja uye isingawanzo mitauro zviri nani. Vanyori venhoroondo vari kukwidza Mapuratifomu Akanyorwa Nemaoko eKuzivikanwa seTranskribus kudhijita matura akambofunga kuti haaverengeki. Uye mamodhiyamu akawanda anoverenga manyorerwo akashata padivi pemadhayagiramu uye masvomhu achaita kuti mabhuku akaongororwa anyatso tsvaga.
Real-World Implementation
Banking Apps kuverenga mari yakanyorwa nemaoko pane cheki foto ye mobile deposit.
Masevhisi eposvo seUSPS anoronga otomatiki tsamba nekuverenga akanyorwa nemaoko zip code nemakero.
Mapurogiramu ekutora-noti akadai seApple Notes, OneNote, uye GoodNotes achishandura zvinyorero kuita zvinyorwa zvinotsvakwa.
Zvirongwa zvakaita seTranskribus kugadzira zvinyorwa zvenhoroondo uye zvinyorwa zvecensus mumatura ekutsvagisa.
Njodzi & Guardrails
Kuita otomatiki nzira yakaputsika inogona kukudza matambudziko aripo.
Matimu anogona kuwedzera otomatiki uye kubvisa kutonga kunodiwa kwevanhu.
Hunhu hunogona kudonha kana zvinobuda zvikasaramba zvichiongororwa.
Implementation Roadmap
Mepu mafambiro ebasa uye ratidza danho repamusoro-soro.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba.
Ramba Uchiongorora
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Gaidhi rinotevera
AI muKuverenga Miromo uye Kuzivikanwa Kwekutaura Kwekuonekwa
Mibvunzo inowanzo bvunzwa
What is AI in Handwriting Recognition?
Kuzivikanwa kwekunyora nemaoko kunoshandisa AI kushandura peni sitiroko kana inki yakaongororwa kuita zvinyorwa zvedhijitari. Inopa simba zvese kubva pakuisa cheki nefoni yako kusvika kudhijitari zvinyorwa zvemazana emakore.
Ndeupi musiyano mukuru pakati pekuzivikanwa kwekunyora nemaoko pamhepo uye pasina Indaneti?
Kuzivikanwa kwepamhepo kunorekodha mafambiro epeni, kumhanya, uye sitiroko kurongeka munguva chaiyo, nepo kuzivikanwa kwepamhepo kuine mufananidzo wakapera weinki wekuongorora.
Sei kuziva runyoro rwekutuka kuchinyanya kuomera AI?
Mukutuka, mavara anoyerera achipinda mune rimwe nerimwe pasina maburi akajeka, saka iyo AI haigone kupatsanura nyore mavara ega ega uye inofanira kuverenga mazwi seazere uchishandisa mamiriro.
Ko Connectionist Temporal Classification (CTC) inobvumira modhi yekunyora nemaoko kuita sei?
CTC inobvumira mepu yetiweki kutevedzana-kureba kutevedzana kwemavara ekuona kune mavara asingade chaiwo e-per-character miganhu, kudhirika kudzokorora uye zviratidzo zvisina chinhu.
Nderipi basa renyika chaiyo rinotsamira pakuzivikanwa kwerunyoro?
Masevhisi eposvo anoshandisa ruzivo rwekunyora nemaoko kuverenga kero dzakanyorwa nemaoko uye zip codes kuitira kuti tsamba dzikwanise kurongwa otomatiki nekumhanya kukuru.
Mumanyorero akajairika, chimiro chemutauro chinoita basa rei?
Mushure mekunge network yekuona yakurudzira mavara akajeka, modhi yemutauro inoshandisa izwi nemamiriro ezvinhu kugadzirisa fungidziro dzisina kujeka, sekushandura 'tne' kuita 'the'.