Incamake
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.
AI mu Kwandika Intoki yibanda kubikorwa byoherejwe: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe.
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 ibyanditse nkuko bibaho kuri stylus cyangwa ecran ya ecran, kuburyo moderi nayo izi gahunda ya stroke, umuvuduko, hamwe nigitutu cyamakaramu, bigatuma ikora neza. Sisitemu zigezweho zikoresha imiyoboro mvaruganda, akenshi CNN kugirango isome imiterere wongeyeho urwego rusubiramo cyangwa ruhinduranya muburyo bukurikirana. 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 imyandikire yintoki idafite imipaka yinyuguti isukuye, CNN ibanza gukuramo ibintu bigaragara mumashusho 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.
Kumenya AI mu Kumenyekanisha Intoki
Kumenyekanisha intoki bifashisha AI kugirango uhindure ikaramu cyangwa wino ya scan mu nyandiko ya digitale. Iha imbaraga zose kuva kubitsa cheque hamwe na terefone yawe kugeza kubara inyandiko zandikishijwe intoki. AI mu Kwandika Intoki yibanda kubikorwa byoherejwe: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe. Kugira ngo wubake byimbitse, fata AI muburyo bwo Kwandika nk'intangarugero ikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amatsinda akomeye akoresha AI mu Kwandika Intoki yibanda ku musaruro w'akazi, ntabwo ari demo y'icyitegererezo, kandi asobanura aho abantu bagenzura hakiri kare. 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.
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo. Mugihe kimwe, Gutangiza inzira yamenetse birashobora kongera ibibazo bihari. 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
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa. 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 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.
Uburyo bwo Gushyira mu bikorwa
AI mu Kwandika Intoki Kumenyekana mubikorwa
Porogaramu za banki zisoma amafaranga yandikishijwe intoki kumafoto yo kubitsa kuri mobile.
Porogaramu za banki zisoma amafaranga yandikishijwe intoki ku ifoto yo kugenzura kubitsa kuri terefone Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu zibyara umusaruro hamwe n’ikosa ryigihe.
AI mu Kwandika Intoki Kumenyekana mubikorwa
Serivise ziposita nka USPS itondekanya imeri usoma kode ya zip yandikishijwe intoki na aderesi.
Serivise ziposita nka USPS itondekanya imeri usoma kode ya zip yandikishijwe intoki hamwe na aderesi Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mu Kwandika Intoki Kumenyekana mubikorwa
Porogaramu ifata inyandiko nka Noteri ya Apple, OneNote, na GoodNote ihindura imyandikire ya stylus mumyandiko yashakishijwe.
Porogaramu ifata inyandiko nka Noteri ya Apple, OneNote, na GoodNote ihindura imyandikire ya stylus mumyandikire yashakishijwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mu Kwandika Intoki Kumenyekana mubikorwa
Imishinga nka Transkribus yandika inyandiko zandikishijwe intoki hamwe nibarura rusange mububiko bushakishwa.
Imishinga nka Transkribus yerekana inyandiko zandikishijwe intoki hamwe n’ibarura ryanditswe mu bubiko bushakishwa 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 ryakozwe mugihe runaka.
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.
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Hugura abakoresha ibisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Hugura abakoresha ibisobanuro, inzira zo kuzamuka, hamwe nubuziranenge. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.