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JaidedAI / EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
https://www.jaided.ai
Apache License 2.0
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how to recognize the letters written vertically(not rotated case) #1145

Open Seoung-wook opened 1 year ago

Seoung-wook commented 1 year ago

git_issue

(A dataset is being built, gt on the left, pred on the right)I want to recognize "월 간 야 수" properly, but when I grab the vertical area in CRAFT, the recognition does not work properly.

The issue I've read is [https://github.com/JaidedAI/EasyOCR/pull/450] and [https://github.com/JaidedAI/EasyOCR/issues/170].

However, in first case, character recognition is based on rotation according to the aspect ratio, and when the craft area is held vertically, the characters are not recognized properly. In second case, The vertical characters in my image are not separated properly.

I understand that learning will not work properly even if the vertical area is labeled. Is this correct? (I'm building a dataset, and I'm asking for advice because I think the workload will increase if the rules change.) Please give me advice on how to improve performance for vertical characters.

Seoung-wook commented 1 year ago

Additionally, although learning is focused on Korean, when learning is conducted by adding uppercase and lowercase alphabets to characters, there is a problem that in the inference results, A is recognized as only lowercase letters, such as a. If anyone knows the cause, please respond.