AI mu Kwandika Intoki
Kumenyekanisha intoki bifashisha AI kugirango uhindure ikaramu cyangwa wino ya scan mu nyandiko ya digitale.
Incamake
It powers everything from depositing checks with your phone to digitizing centuries-old manuscripts.
Kwibira cyane
Kumenyekanisha intoki bigabanyijemo uburyohe bubiri. Kumenyekanisha kuri Offline (cyangwa optique) ikora uhereye kumashusho ahamye, nkurwandiko rusikanye, aho AI ibona wino yuzuye. Kumenyekanisha kumurongo bifata ibyanditswe nkuko bibaho kuri stylus cyangwa ecran ya ecran, kuburyo moderi nayo izi gahunda ya stroke, umuvuduko, hamwe nigitutu cyikaramu, ibyo bigatuma ikora neza. Sisitemu zigezweho zikoresha imiyoboro mvaruganda, akenshi CNN kugirango isome imiterere wongeyeho urwego rusubirwamo cyangwa ruhindura urwego rwikitegererezo. Amayeri yingenzi ni Connectionist Temporal Classification (CTC), ituma imiyoboro isohora inyandiko idakeneye inyuguti zose zabanjirijwe. Gutukana biragoye kuko inyuguti zivanga hamwe, kuburyo moderi yiga amagambo yose kandi igakoresha imvugo yururimi kugirango itandukanya imirongo idasobanutse.
Ubushishozi
Kuberako inyandiko yintoki idafite imipaka yinyuguti isukuye, CNN ibanza gukuramo ibintu bigaragara mumadirishya yerekana amashusho, hanyuma LSTM cyangwa transformateur irabisoma nkurukurikirane. Igihombo CTC ihuza iyi variable-ndende isohoka kumyandiko idafite ibirango kuri buri nyuguti, gusenyuka guhanura inshuro nyinshi. Ururimi rwicyitegererezo noneho rwongera gutanga amanota kubakandida, bityo 'tne' ihinduka 'the' ukoresheje ijambo rishoboka, cyane nka spell-cheque iyobora ibishushanyo mbonera.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Kazoza ka AI mu Kumenyekanisha Intoki
Witegereze kumenyekanisha ibikoresho kugirango inyandiko zihindurwe mwandiko ako kanya utohereje wino ku gicu, utezimbere ubuzima bwite n'umuvuduko. Moderi yimikorere yatojwe kumyandikire myinshi izakora code-guhinduranya nindimi zidasanzwe. Abahanga mu by'amateka barimo gupima inyandiko zandikishijwe intoki nka Transkribus kugirango babike ububiko bwigeze gutekerezwa. Moderi ya modimodal isoma inyandiko zandikishijwe intoki hamwe nigishushanyo n imibare bizakora amakaye ya skaneri ashakishwa rwose.
Gushyira mu bikorwa Isi
Porogaramu za banki zisoma amafaranga yandikishijwe intoki kumafoto yo kubitsa kuri mobile.
Serivise ziposita nka USPS itondekanya imeri usoma kode ya zip yandikishijwe intoki na aderesi.
Porogaramu ifata inyandiko nka Noteri ya Apple, OneNote, na GoodNote ihindura imyandikire ya stylus mumyandiko yashakishijwe.
Imishinga nka Transkribus yandika inyandiko zandikishijwe intoki hamwe nibarura rusange mububiko bushakishwa.
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the AI in Handwriting Recognition quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Ubuyobozi bukurikira
AI mu Gusoma Iminwa no Kumenyekanisha Imvugo
Ibibazo bikunze kubazwa
What is AI in Handwriting Recognition?
Kumenyekanisha intoki bifashisha AI kugirango uhindure ikaramu cyangwa wino ya scan mu nyandiko ya digitale. Iha imbaraga zose kuva kubitsa cheque yawe na terefone kugeza kubara inyandiko zandikishijwe intoki.
Ni irihe tandukaniro nyamukuru riri hagati yo kumenya intoki kumurongo no kumurongo?
Kumenyekanisha kumurongo byandika ikaramu igenda, umuvuduko, hamwe na stroke mugihe gikwiye, mugihe kumenyekanisha kumurongo bifite ishusho yuzuye ya wino yo gusesengura.
Ni ukubera iki kumenya kwandika intoki bitutsi bigoye cyane cyane AI?
Mu gutukana, inyuguti zitemberana zidafite icyuho gisobanutse, bityo AI ntishobora gutandukanya byoroshye inyuguti imwe kandi igomba gusoma amagambo nkibicuruzwa ukoresheje imvugo.
Niki Guhuza by'agateganyo (CTC) byemerera icyitegererezo cyo kwandika intoki?
CTC ireka ikarita y'urusobekerane rw'uburebure-burebure bw'urutonde rw'ibintu bigaragara ku nyandiko bidasabye imipaka nyayo kuri buri nyuguti, gusenyuka gusubiramo n'ibimenyetso bidafite ishingiro.
Ni uwuhe murimo nyawo ushingiye ku kumenyekanisha inyandiko?
Serivise ziposita zikoresha intoki kugirango usome aderesi zandikishijwe intoki hamwe na kode ya zip kugirango mail ibashe gutondekwa mu buryo bwihuse ku muvuduko mwinshi.
Muburyo busanzwe bwo kumenyekanisha intoki, ni uruhe ruhare icyitegererezo cyururimi kigira?
Nyuma y'urusobe rw'amashusho rwerekana inyuguti mbisi, imvugo y'ururimi ikoresha ijambo n'ibisobanuro bishoboka kugirango ikosore ibitekerezo bidasobanutse, nko guhindura 'tne' muri 'the'.