Njira yatsopano yozindikirira zolemba za EasyOCR

Ntchito Chithunzi cha EasyOCR Dongosolo latsopano lozindikira mawu likupangidwa lomwe limathandizira zilankhulo zopitilira 40, kuphatikiza Chingerezi, Chijeremani, Chifalansa, Chijapani, Chitchaina, Chikorea, Uzbek, Azerbaijani ndi Lithuanian. Zilankhulo zozikidwa pa Cyrillic sizinathandizidwebe, koma zikuwonjezedwa pamndandanda wamapulani. Khodiyo imalembedwa mu Python pogwiritsa ntchito chimango PyTorch и wogawidwa ndi zololedwa pansi pa Apache 2.0. Za kutsitsa amaperekedwa zitsanzo zokonzeka za zilankhulo zochokera ku zilembo zachilatini ndi ma hieroglyphs.

Njira zophunzirira makina zimagwiritsidwa ntchito kuzindikira ndi kuzindikira zolemba pachithunzi. Makina ophunzirira makina amagwiritsidwa ntchito kuzindikira mawu LUSO (Chidziwitso cha Makhalidwe Achigawo Pamawu) mu kukhazikitsa ya PyTorch, yomwe imatha kuwunikira zolemba pazinthu zosagwirizana, kuphatikiza zilembo, zidziwitso ndi zikwangwani zamsewu. Convolutional recurrent neural network imagwiritsidwa ntchito kuzindikira katsatidwe ka zilembo Mtengo wa CRNN (Convolutional Recurrent Neural Network, kuphatikiza kwa DCNN ndi RNN) ndi algorithm CTC BeamSearch CTC BeamSearch (Connectionist Temporal Classification) kuti izindikire zotulutsa za neural network kukhala zoyimira mawu.

Source: opennet.ru