Ngati mudakhalapo kwa maola ambiri mukusefa zolemba zomwe zili, mawu, kapena zambiri, OCR ikhoza kukhala bwenzi lanu lapamtima. Kukhala ndi luso logwiritsa ntchito owerenga PDF kapena chida china chowongolera zikalata kungakupulumutseni nthawi yochuluka. Ambiri aife mubizinesi nthawi zonse timafunafuna njira zowonjezerera magwiridwe antchito komanso kuwongolera magwiridwe antchito.
Pochita izi, OCR ikhoza kukhala chida chothandiza. Tiyang'anitsitsa Optical Character Recognition (OCR) m'chidutswachi, kuphatikizapo chomwe chiri, momwe chimagwirira ntchito, ndi zina.
Ndiye, (OCR) Optical Character Recognition ndi chiyani kwenikweni?
Kuzindikira mawu ndi dzina lina la optical character recognition (OCR).
Zambiri zimachotsedwa ndikusinthidwanso kuchokera pamapepala osakanizidwa, zithunzi zamakamera, ndi pdf-zithunzi zokha pogwiritsa ntchito chida cha OCR. Mapulogalamu a OCR amachotsa zilembo pazithunzi, kuwatembenuza kukhala mawu, kenako kusonkhanitsa ziganizo, kulola kupeza ndikusintha zolemba zoyambirira.
Komanso amachotsa kufunika kwa deta kulowa ndi dzanja. Makina a OCR amasintha zolemba zakuthupi, zosindikizidwa kukhala zolemba zowerengeka ndi makina pogwiritsa ntchito kusakaniza kwa hardware ndi mapulogalamu. Zolemba zimakopera kapena kuwerengedwa ndi hardware (monga makina opangira kuwala kapena bolodi lodzipatulira), ndipo kukonza kwina kumayendetsedwa ndi mapulogalamu.
Nzeru zochita kupanga (AI) itha kugwiritsidwa ntchito mu pulogalamu ya OCR kuti ikwaniritse njira zovuta zozindikiritsa anthu anzeru (ICR), monga kusiyanitsa zilankhulo kapena masitayelo olembera pamanja. OCR imagwiritsidwa ntchito kwambiri kutembenuza zolemba zamalamulo kapena mbiri yakale kukhala zolemba za pdf, zomwe zimatha kusinthidwa, kusinthidwa, ndikufufuzidwa ngati kuti zidalembedwa pogwiritsa ntchito purosesa ya mawu.
Mukasanthula fomu kapena risiti, mwachitsanzo, kompyuta yanu imayisunga ngati fayilo yazithunzi. Simungathe kusintha, kufufuza, kapena kuwerengera mawu omwe ali mufayilo yachithunzi ndi cholembera. Mutha kugwiritsa ntchito OCR kuti musinthe chithunzicho kukhala zolemba ndikusunga zomwe zili ngati zolemba.
Kodi ntchito?
Monga tanena kale, dongosolo la OCR lili ndi zida zonse ndi mapulogalamu. Cholinga cha ntchitoyi ndikuwunika zomwe zili mu chikalata chakuthupi ndikusintha zidutswazo kukhala script yomwe ingagwiritsidwe ntchito pokonza deta.
Ganizirani za ntchito zosankhira ma positi ndi maimelo, mwachitsanzo. OCR ndiyofunikira kuti athe kukonza mwachangu magwero ndi ma adilesi kuti agawire makalata bwino. Njira zitatu zotsatirazi ndizofunika kwambiri kuti pulogalamuyi ikhale yopambana:
1. Image Pre-processing
Njirayi imasintha mawonekedwe enieni a chikalatacho kukhala chithunzi, monga chithunzi chojambula, pa sitepe yoyamba. Cholinga cha sitepe iyi ndikupangitsa kuti makinawo aziyimira molondola momwe angathere ndikuchotsanso zolakwika zilizonse zosafunikira.
Pambuyo pake, lingalirolo limatembenuzidwa kukhala lakuda ndi loyera ndikuyesa malo owala vs. mdima (otchulidwa). Pogwiritsa ntchito ukadaulo wa OCR, chithunzicho chimagawidwa m'magawo osiyanasiyana, monga maspredishithi, zolemba, kapena zithunzi.
2. Kuzindikira Khalidwe la AI
Kusiyanitsa zilembo ndi manambala, AI imayang'ana madera amdima a chithunzicho. Kulunjika liwu limodzi, mawu, kapena ndime imodzi panthawi, AI amagwiritsa ntchito imodzi mwa njira izi:
- Kuzindikira Kwachitsanzo: Kuphunzitsa kachitidwe ka AI, matekinoloje amagwiritsa ntchito zilankhulo zosiyanasiyana, mawonekedwe amtundu, ndi kulemba pamanja. Kuti mudziwe machesi, algorithm imafanizira zilembo zomwe zili pachithunzi chomwe chapezeka ndi zolemba zomwe zaphunzira kale.
- Kuzindikirika Kwazinthu: Kuti muzindikire zilembo zatsopano, makinawa amagwiritsa ntchito malamulo otengera mikhalidwe ina. Khalidwe limodzi ndi kuchuluka kwa mizere yopindika, yopingasa kapena yopindika mu chilembo.
Algorithm imagwiritsa ntchito njira zozikidwa pamakhalidwe ena kuti azindikire zilembo zapadera. Kuchuluka kwa mizere yopindika, yodutsa, kapena yopindika mwa munthu, mwachitsanzo, ndi gawo limodzi.
3. Pambuyo-preprocessing
Pa Post-Processing, AI imakonza zolakwika mufayilo yomaliza. Njira imodzi ndiyo kuphunzitsa AI pa dikishonale ya mawu omwe adzagwiritsidwe ntchito pamapepala. Kenako, kuti muwonetsetse kuti palibe kutanthauzira komwe kumadutsa mawu a AI, chepetsani zotulutsa za AI ku mawu/mawonekedwe amenewo.
Ubwino wa OCR
- Ubwino waukulu waukadaulo wa OCR ndikusunga nthawi ndikuchepetsa zolakwika. Imalolanso kuti deta ikanikidwe kukhala mafayilo a zip, zomwe tsamba losindikizidwa silingakwaniritse.
- Deta ikhoza kufufuzidwa pogwiritsa ntchito Optical Character Recognition. Mafayilo ojambulidwa omwe asinthidwa kukhala mafayilo owerengeka ndi makina amatha kusungidwa mumtundu uliwonse womwe ungafufuzidwe pa seva yamkati ya bungwe kapena kupezeka padziko lonse lapansi pa intaneti.
- OCR imagwiritsidwa ntchito nthawi zambiri limodzi ndi machitidwe ena anzeru. Mwachitsanzo, magalimoto odziyendetsa okha amasanthula ndikuwerenga zikwangwani zamalaisensi ndi zikwangwani zamsewu, kuzindikira ma logo muzolemba zapa media media, ndikuzindikira zomwe zili muzithunzi zotsatsa. Tekinoloje yaukadaulo ya Artificial Intelligence ngati iyi imathandizira makampani kupanga zisankho zabwinoko zamalonda ndi magwiridwe antchito zomwe zimasunga ndalama ndikupangitsa kukhutitsidwa kwamakasitomala.
- Zomwe zilipo komanso zatsopano zitha kusinthidwa kukhala malo osungiramo zinthu zomwe mungafufuzidwe mokwanira. Atha kugwiritsanso ntchito zida zowunikira deta kuti azitha kukonza nkhokwe ya zolemba kuti akonzenso chidziwitso.
- Optical Character Recognition (OCR) ndi chida champhamvu chomwe chimatha kuzindikira chilankhulo chilichonse. Kuthekera kwa OCR kumeneku, kukalumikizidwa ndi pulogalamu ya Unicode yomasulira komanso yomasulira monga Google Translate, kumapangitsa kuti chikalata chilichonse chojambulidwa ndi digito chimasuliridwe m'chilankhulo china chilichonse. Phindu lomwe limathetsa kufunikira kwa omasulira aumunthu ndi zoyesayesa zawo zowononga nthawi.
Gwiritsani ntchito milandu ya OCR
Kugwiritsiridwa ntchito kodziwika bwino kwa mawonekedwe ozindikira ndikusinthira zikalata zosindikizidwa kukhala zolemba zowerengeka ndi makina (OCR). Pambuyo pa OCR-kukonza chikalata chojambulidwa, zolembazo zitha kusinthidwa pogwiritsa ntchito purosesa ya mawu ngati Microsoft Word kapena Google Docs.
Machitidwe ambiri odziwika bwino m'moyo wathu watsiku ndi tsiku amadalira OCR, yomwe imagwiritsidwa ntchito ngati ukadaulo wosawoneka.
Makina opangira ma data, kuthandiza akhungu ndi olumala, ndikulozera zikalata zamainjini osakira, monga mapasipoti, ma laisensi, ma invoice, mawu aku banki, makhadi abizinesi, ndi kuzindikira kwa manambala odziwikiratu, zonse ndizofunikira koma zosadziwika bwino zaukadaulo wa OCR. .
Posintha mapepala ndi zithunzi zosakanizidwa kukhala mafayilo a PDF owerengeka ndi makina, osakira, OCR imalola kukhathamiritsa kwamitundu yayikulu. Popanda kugwiritsa ntchito OCR ku zolemba zomwe zilibe zigawo zamalemba, kukonza ndi kutulutsa zidziwitso zofunika sikungakhale zokha.
Mapepala osakanizidwa tsopano atha kuphatikizidwa muzinthu zazikuluzikulu zomwe zimatha kuwerenga zambiri zamakasitomala kuchokera ku statements kubanki, makontrakitala, ndi zikalata zina zofunika zosindikizidwa chifukwa chozindikira mawu a OCR.
Mabungwe atha kugwiritsa ntchito OCR kuti asinthe magawo a data mining, m'malo mopangitsa antchito kusanthula zikalata zosawerengeka ndikulowetsa pawokha paipi yopangira data yayikulu.
Pulogalamu ya OCR imatha kuzindikira zolemba pazithunzi, kuchotsa zolemba pazithunzi, ndikusunga mafayilo m'njira zotsatirazi: JPG, JPEG, PNG, BMP, tiff, PDF, ndi ena.
Bizinesi yazamalamulo, yomwe imapanga zolemba zambiri, imagwiritsa ntchito kuzindikira mawonekedwe m'njira zosiyanasiyana. Zolemba zonse zosindikizidwa - ma affidavits, zigamulo, mafayilo, zolengeza, zofuna, ndi zina zotero - zitha kusungidwa pakompyuta, kusungidwa, ndikufufuzidwa pogwiritsa ntchito makina osavuta a OCR.
Njirazi zitha kugwiritsidwa ntchito polemba zamalamulo m'malemba ena azilankhulo zina, monga Chijapanizi ndi Chihindi, popeza ukadaulo wa OCR ukupita ku zilankhulo zomwe sizigwiritsa ntchito zilembo zachiroma. Ukadaulo wa OCR utha kupereka mwayi wofikira ku zitsanzo zingapo zakale zamabizinesi omwe amadalira kwambiri zakale.
Mapulogalamu a OCR
- Kuzindikira zizindikiro zamagalimoto.
- Ndi kamera, mutha kuzindikira manambala.
- Kulowetsa, kuchotsa, ndi kukonza deta zonse ndizochita zokha.
- Kuma eyapoti, mapasipoti amadziwika ndipo deta imachotsedwa.
- Kupanga mndandanda wolumikizana nawo pogwiritsa ntchito zomwe zili pamakhadi abizinesi.
- Kulemba mapepala a anthu akhungu ndi osawona kuti awerengedwe mokweza kwa iwo.
- Kupangitsa kuti zitheke kufufuza kudzera pazithunzi zamagetsi zazinthu zosindikizidwa.
- Kupanga zosungira zakale za mbiri yakale monga magazini ndi manyuzipepala.
- Kulowetsa kwa zikalata zamalonda monga cheke, mapasipoti, ma invoice, ma statement aku banki, ma risiti, ndi ma invoice a pro forma, pakati pa ena.
Kutsiliza
OCR (Optical Character Recognition) ndi njira yosanthula ndikusintha zolemba pamapepala. Imapanga mafayilo a digito osakasaka kwathunthu kuchokera pazithunzi, zolemba pamanja, ndi zolemba zosindikizidwa.
Pamene matekinolojewa akukhala azachuma komanso kupezeka, OCR ndi chithunzi chabwino cha momwe mayankho a AI akuyendetsera kusinthika kwa database.
Mwachidule, OCR ndiukadaulo wabwino kwambiri wokhala ndi kuthekera kwakukulu. Zida zotere ndi zapamwamba kwambiri masiku ano. Kuzindikiridwa kwa Khalidwe la Optical, kumbali ina, kudzakhala bwino mtsogolo.
Artificial Intelligence (AI) yatsala pang'ono kukhala imodzi mwazinthu zomwe zidzakhudza kwambiri zaka zikubwerazi, kusintha momwe timaganizira za chidziwitso.
Siyani Mumakonda