Nyowani optical text recognition system EasyOCR

project EasyOCR A new optical text recognition system iri kugadzirwa inotsigira mitauro inodarika makumi mana, inosanganisira Chirungu, ChiGerman, French, Japanese, Chinese, Korean, Uzbek, Azerbaijani neLithuanian. Mitauro yeCyrillic-yakavakirwa haisati yatsigirwa, asi iri kuwedzerwa kune runyorwa rwezvirongwa. Iyo kodhi yakanyorwa muPython uchishandisa chimiro PyTorch и inoparadzirwa ne ine rezinesi pasi peApache 2.0. Zvekurodha zvinopihwa akagadzirira-akagadzirwa modhi yemitauro yakavakirwa pachiLatin alphabet uye hieroglyphs.

Nzira dzekudzidza dzemuchina dzinoshandiswa kuona uye kuziva zvinyorwa mumufananidzo. Muchina wekudzidza algorithm unoshandiswa kuona zvinyorwa Craft (Kuzivisa Hunhu-Nzvimbo Yezvinyorwa) mu kuita yePyTorch, inokwanisa kuratidza zvinyorwa pazvinhu zvisina tsarukano, zvinosanganisira mavara, zviratidzo zveruzivo uye zviratidzo zvemumugwagwa. A convolutional recurrent neural network inoshandiswa kuona maitiro akatevedzana CRNN (Convolutional Recurrent Neural Network, musanganiswa weDCNN neRNN) uye algorithm CTC BeamSearch CTC BeamSearch (Connectionist Temporal Classification) yekusarudza neural network inobuda mukumiririra mavara.

Source: opennet.ru