Pūnaehana ʻike kikokikona hou EasyOCR

Papahana EasyOCR Ke kūkulu ʻia nei kahi ʻōnaehana ʻike kikokikona hou e kākoʻo ana ma mua o 40 mau ʻōlelo, me ka ʻōlelo Pelekania, Kelemānia, Palani, Iapana, Kina, Korea, Uzbek, Azerbaijani a me Lithuanian. ʻAʻole kākoʻo ʻia nā ʻōlelo Cyrillic, akā hoʻohui ʻia lākou i ka papa inoa o nā hoʻolālā. Ua kākau ʻia ke code ma Python me ka hoʻohana ʻana i ka framework ʻO PyTorch и mahele ʻia e laikini ma lalo o Apache 2.0. No ka hoouka ana hāʻawi ʻia nā hiʻohiʻona i mākaukau no nā ʻōlelo e pili ana i ka alphabet Latin a me nā hieroglyphs.

Hoʻohana ʻia nā ʻano aʻo mīkini e ʻike a hoʻomaopopo i ke kikokikona ma kahi kiʻi. Hoʻohana ʻia kahi algorithm aʻo mīkini e ʻike i ka kikokikona o kana oihana (Ka Hoʻomaopopo ʻĀpana-Wāhi no ka kikokikona) ma hoʻokō no PyTorch, hiki ke hoʻokalakala i nā kikokikona ma nā mea like ʻole, me nā lepili, nā hōʻailona ʻike a me nā hōʻailona alanui. Hoʻohana ʻia kahi ʻupena neural convolutional recurrent no ka ʻike ʻana i nā kaʻina hana CRNN (Convolutional Recurrent Neural Network, kahi hui o DCNN a me RNN) a me ka algorithm CTC BeamSearch CTC BeamSearch (Connectionist Temporal Classification) e hoʻokaʻawale i ka hoʻopuka pūnaewele neural i loko o ka hōʻike kikokikona.

Source: opennet.ru