OkulandelayoUmhlahlandlela olandelayo
RoBERTa Training Recipe
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I-VISual AI GUIDE
Ukuze wenze amarisiphu omndeni abhalwe ngesandla abe yidijithali, thwebula ikhadi ngalinye ekukhanyeni okulinganayo, sebenzisa i-AI ye-multimodal noma ithuluzi lokuqaphela ukubhala ngesandla ukuze ulobe igama negama, bese ucela inguqulo ehlukile emisiwe enezilinganiso zesimanje, kuyilapho ugcina ikhadi lokuqala nesithombe sekhwalithi ephezulu.
Lokhu kusindisa amarisiphu akhona ekhadini elilodwa elifiphalayo futhi kuwenza asesheke futhi kube lula ukwabelana ngawo. Isebenza kuphela uma uhlola okulotshiweyo, ngoba i-AI ingashintshana buthule ngamagama azwakalayo kodwa angalungile noma amanani.
I-OCR yosiko (ukubonwa kohlamvu olubonakalayo) yakhelwe umbhalo ophrintiwe onezinhlamvu ezijwayelekile zomumo. Ukubhala ngesandla kunzima. Izinhlamvu ziyajoyina, ziyahlukahluka kumbhali oyedwa kuya kolandelayo, futhi ziyafiphala emakhadini amadala. Amathuluzi akhelwe lo msebenzi abizwa ngokuthi ukuqashelwa kombhalo obhalwe ngesandla (HTR). I-Transkribus, isibonelo, isetshenziswa kakhulu kumadokhumenti omlando. Abasizi besimanje be-multimodal njenge-ChatGPT, Gemini kanye ne-Claude bangakwazi futhi ukufunda umbhalo wesandla esithombeni. Basebenzisa umongo ukuze bathole amagama angcolile, ukuze babone ukuthi i-scrawl ngemva 'kwezinkomishi ezi-2' cishe 'yifulawa'. Lawo mandla afanayo adala umbono oyiphutha omkhulu: ukuthi ukulotshwa kwe-AI kunembile. Uma igama lilukhuni ukulifunda, umfuziselo angase agcwalise ukuqagela ngaphandle kokusho kanjalo. Ekuphekeni, umehluko omncane ubalulekile. Ukufunda ithisipuni njengesipuni sikasawoti noma i-baking soda kungonakalisa isidlo. Ukulungisa ukwenza amaphasi amabili bese ugcine imiphumela yomibili. Okokuqala, cela ukulotshwa kwezwi nezwi elinamagama angacacile amakiwe. Okwesibili, cela inguqulo emisiwe enamayunithi angaguquki, izinyathelo ezinezinombolo namazinga okushisa esimanje kahhavini, nalo lonke ushintsho luchazwe. Amaresiphi amadala asebenzisa amagama adinga ukutolika. 'Oleo' kwakusho imajarini. 'I-ovini emaphakathi' icishe ibe ngu-350°F (cishe u-180°C). 'I-Scan' isho okuncane kunokugcwala futhi 'ukunqwabelanisa' kusho okungaphezulu kancane. 'Ibhotela elilingana neqanda' liwukulinganisa, ngokuvamile lifundwa njengekota yenkomishi. Lebula lokhu njengokutolikwa, hhayi amaqiniso. Izithombe ezinhle zenza konke okunye kube lula. Sebenzisa ukukhanya kwemini okuthambile kunokukhanyisa, okubangela ukuxhopha emakhadini acwebezelayo. Bamba ifoni ngokuhambisana nekhadi, gcwalisa ifremu, bese uthwebula isithombe ngemuva, lapho amanothi evamise ukuba khona. Gcina okwangempela kungangeni ekukhanyeni okuqondile, kuhle emikhononi engenayo i-asidi. Umbhalo wesandla, amabala namanothi emajini ayingxenye yerekhodi lomndeni, futhi akukho okulotshiwe okuthatha indawo yakho.
I-Visual AI ingakwazi ukuhlola, ukutholwa, nokumaka imisebenzi esikalini.
Amathimba aqanjiwe angakwazi ukulinganisa imiqondo ngokushesha ngezibuyekezo ezimbalwa ezenziwa mathupha.
Imisebenzi ingasebenzisa amasiginali wesithombe nawevidiyo obekunzima ukuwenza ngaphambilini.
Ukuqashelwa kokubhala ngesandla kumamodeli enhloso evamile ye-AI kuye kwathuthuka ngokuphawulekayo futhi kuzoqhubeka kuthuthuka, ikakhulukazi kuzitayela zakudala zokubhala ngesandla ezifana nokuhlanganisa amagama. Lindela izixhumanisi eziqinile phakathi kwezinhlelo zokusebenza zekhamera yefoni nabaphathi bamaresiphi, ukuze isithombe siqonde ngqo kuresiphi ehlelekile. Isinyathelo sokuqinisekisa ngeke sinyamalale. Imodeli efundeka kahle kakhulu ingaqagela ngendlela ekholisayo, ngakho ukuqhathanisa nokuhlala kwangempela kubalulekile. Amafayela edijithali nawo adinga ukunakekelwa: ukwenza ikhophi yasenqolobaneni ezindaweni ezingaphezu kweyodwa nokusebenzisa amafomethi avamile, avulekile kuzobaluleka njengokulotshiweyo ngokwako.
Othile uthwebula amakhadi eresiphi kagogo wakhe angama-40 ngefasitela, ngaphambili nangemuva, bese elayisha ngalinye kumsizi wezinto eziningi. Bacela ukulotshwa komugqa ngomugqa namagama angafundeki amakwe ukuthi [akufundeki].
Ikhadi lekhekhe lephawundi lithi 'oleo, bhotela usayizi weqanda, ihhavini eliphakathi'. Inguqulo emisiwe ye-AI ichaza ukuthi i-oleo isho imajarini, inikeza isilinganiso senkomishi elinganiselwe, futhi iphakamisa cishe u-350°F (180°C), ngayinye emakwe njengokutolika.
Umndeni uqhathanisa okulotshiweyo kwe-AI nekhadi futhi uthole okuthi '1 tsp baking soda' ifundwe njengokuthi '1 tbsp'. Balungisa ngaphambi kokuthi iresiphi ingene encwadini yokupheka yomndeni eyabelwe.
Umpheki ucela i-AI ukuthi ikhiphe iresiphi ngayinye ebhaliwe njengezinkambu ezihlelekile: isihloko, izithako, izinyathelo namanothi. Bangenisa imiphumela kuhlelo lokusebenza lwesiphathi seresiphi futhi bagcine izithombe zangempela kufolda ehlukile yengobo yomlando.
Amalungelo ezithombe kanye nemvume kungaba ubungozi bezomthetho uma ukuvela kungacacile.
Ukusebenza kwemodeli kungahluka kukho konke ukukhanya, izibalo zabantu, kanye nezindawo.
Okuhle okungelona iqiniso kungase kungabonakali ngaphandle uma izinga lokuzethemba liqashelwa.
Chaza indlela yokwamukela yokunemba, ukukhumbula, nezindleko zamaphutha.
Hlola ngedatha efana nezimo zangempela zokukhiqiza.
Engeza isibuyekezo somuntu ukuze uthole ukuzethemba okuphansi noma izibikezelo zomthelela omkhulu.
Landelela ukukhukhuleka kwemodeli bese uqinisekisa kabusha ngemva kwezinguquko zekhamera noma zesethi yedatha.
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Ukuze wenze amarisiphu omndeni abhalwe ngesandla abe yidijithali, thwebula ikhadi ngalinye ekukhanyeni okulinganayo, sebenzisa i-AI ye-multimodal noma ithuluzi lokuqaphela ukubhala ngesandla ukuze ulobe igama negama, bese ucela inguqulo ehlukile emisiwe enezilinganiso zesimanje, kuyilapho ugcina ikhadi lokuqala nesithombe sekhwalithi ephezulu. Lokhu kusindisa amarisiphu akhona ekhadini elilodwa elifiphalayo futhi kuwenza asesheke futhi kube lula ukwabelana ngawo. Isebenza kuphela uma uhlola okulotshiweyo, ngoba i-AI ingashintshana buthule ngamagama azwakalayo kodwa angalungile noma amanani.
I-OCR yosiko yakhelwe umbhalo ophrintiwe. Amathuluzi e-HTR afana ne-Transkribus akhelwe ukubhala ngesandla.
Ukusetshenziswa komongo kwemodeli kuyisiza ukuthi ifunde ukubhala okungcolile, kodwa futhi ingawenza esikhundleni segama okungenzeka ukuthi likhona ngaphandle kokulihlaba umkhosi.
Ukweqa usawoti noma i-baking soda ephindwe kathathu kungonakalisa iresiphi, yingakho ukuhlola izinto ngokucophelela.
Ukugcina okulotshiweyo okuthembekile kuhlukene nenguqulo yesimanje kumisa ukuhumusha ekubhaleni phezu kwalokho obekubhaliwe ngempela.
'I-Oleo' igama elidala lemajarini. Kufanele imakwe njengokutolikwa enguqulweni esezingeni.
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OkulandelayoUmhlahlandlela olandelayo
RoBERTa Training Recipe
Ulimi lwe-AI