PaddleOCR
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PaddlePaddle
Multilingual OCR Development Plan
| model name | description | model size | download | Update Date |
|---|---|---|---|---|
| ch | Chinese and English | 3.71M | inference model / trained model | 2020.9.22 |
| ch_tra | chinese traditional | 5.63M | inference model / trained model | 2021.1.21 |
| en | English | 2.56M | inference model / trained model | 2020.9.22 |
| fr | French | 2.65M | inference model / trained model | 2021.9.22 |
| ar | Arabic | 2.53M | inference model / trained model | 2021.1.21 |
| es | Spanish | 2.53M | inference model / trained model | 2021.1.21 |
| pt | Portuguese | 2.63M | inference model / trained model | 2021.1.21 |
| ru | Russia | 2.63M | inference model / trained model | 2021.1.21 |
| ge | german | 2.65M | inference model / trained model | 2020.9.22 |
| kr | Korean | 3.9M | inference model / trained model | 2020.9.22 |
| jp | Japanese | 4.23M | inference model / trained model | 2020.9.22 |
| it | Italian | 2.53M | inference model / trained model | 2021.1.21 |
| hi | Hindi | 2.63M | inference model / trained model | 2021.1.21 |
| ug | Uyghur | 2.63M | inference model / trained model | 2021.1.21 |
| fa | Persian | 2.63M | inference model / trained model | 2021.1.21 |
| ur | Urdu | 2.63M | inference model / trained model | 2021.1.21 |
| oc | Occitan | 2.53M | inference model / trained model | 2021.1.21 |
| mr | Marathi | 2.63M | inference model / trained model | 2021.1.21 |
| ne | Nepali | 2.63M | inference model / trained model | 2021.1.21 |
| rs_cyrillic | Serbian(cyrillic) | 2.63M | inference model / trained model | 2021.1.21 |
| rs_latin | Serbian(latin) | 2.53M | inference model / trained model | 2021.1.21 |
| bg | Bulgarian | 2.63M | inference model / trained model | 2021.1.21 |
| uk | Ukranian | 2.63M | inference model / trained model | 2021.1.21 |
| be | Belarusian | 2.63M | inference model / trained model | 2021.1.21 |
| te | Telugu | 2.63M | inference model / trained model | 2021.1.21 |
| kn | Kannada | 2.63M | inference model / trained model | 2021.1.21 |
| ta | Tamil | 2.63M | inference model / trained model | 2021.1.21 |
| mg | Mongolian | -- | Ongoing | |
| bg | Bangla | -- | Need dict and corpus | |
| vi | Vietnamese | -- | Ongoing | |
| bm | Burmese | -- | Need dict and corpus | |
| tr | Turkish | -- | Need corpus | |
| po | polish | -- | Need dict and corpus | |
| More | TBC |
Guideline for new language requests
If you want to request a new language support, a PR with 2 following files are needed：
-
In folder ppocr/utils/dict, it is necessary to submit the dict text to this path and name it with
{language}_dict.txtthat contains a list of all characters. Please see the format example from other files in that folder. -
In folder ppocr/utils/corpus, it is necessary to submit the corpus to this path and name it with
{language}_corpus.txtthat contains a list of words in your language. Maybe, 50000 words per language is necessary at least. Of course, the more, the better.
If your language has unique elements, please tell me in advance within any way, such as useful links, wikipedia and so on.
I've find out that PADDLE OCR algorithm cannot recognize some special characters (such as comma, semicolon, or dot...) when the language is english. Is there any possible way that i can fix this problem
I would like to contribute to add the Burmese language. Is it only needed to submit two text files - dict & corpus? How further process do we need to provide?
Hi adding " Tamil" language will be very grateful.
Tamil_dict.txt Tamil_corpus.txt
Need more help plz refer this issue: https://github.com/JaidedAI/EasyOCR/issues/39
All models updated in 2021.1.21 cannot be downloaded with following Error：
{ code: "NoSuchKey", message: "The specified key does not exist.", requestId: "aa1bfeff-f572-40aa-8935-6129b1533ed1" }
All models updated in 2021.1.21 cannot be downloaded with following Error：
{ code: "NoSuchKey", message: "The specified key does not exist.", requestId: "aa1bfeff-f572-40aa-8935-6129b1533ed1" }
Sorry for the invalid links and all of them have been revised now, you can try again.
@redcinelli Thank you very much. The Vietnamese model is in training and will be available soon~
model name description model size download Update Date ch Chinese and English 3.71M inference model / trained model 2020.9.22 cht chinese traditional 5.63M inference model / trained model 2021.1.21 en English 2.56M inference model / trained model 2020.9.22 fr French 2.65M inference model / trained model 2021.9.22 ar Arabic 2.53M inference model / trained model 2021.1.21 xi Spanish 2.53M inference model / trained model 2021.1.21 pu Portuguese 2.63M inference model / trained model 2021.1.21 ru Russia 2.63M inference model / trained model 2021.1.21 ge german 2.65M inference model / trained model 2020.9.22 kr Korean 3.9M inference model / trained model 2020.9.22 jp Japanese 4.23M inference model / trained model 2020.9.22 it Italian 2.53M inference model / trained model 2021.1.21 hi Hindi 2.63M inference model / trained model 2021.1.21 ug Uyghur 2.63M inference model / trained model 2021.1.21 fa Persian 2.63M inference model / trained model 2021.1.21 ur Urdu 2.63M inference model / trained model 2021.1.21 rs Serbian(latin) 2.53M inference model / trained model 2021.1.21 oc Occitan 2.53M inference model / trained model 2021.1.21 mr Marathi 2.63M inference model / trained model 2021.1.21 ne Nepali 2.63M inference model / trained model 2021.1.21 rsc Serbian(cyrillic) 2.63M inference model / trained model 2021.1.21 bg Bulgarian 2.63M inference model / trained model 2021.1.21 uk Ukranian 2.63M inference model / trained model 2021.1.21 be Belarusian 2.63M inference model / trained model 2021.1.21 te Telugu 2.63M inference model / trained model 2021.1.21 ka Kannada 2.63M inference model / trained model 2021.1.21 ta Tamil 2.63M inference model / trained model 2021.1.21 mg Mongolian -- Ongoing bg Bangla -- Need dict and corpus vi Vietnamese -- Need dict and corpus bm Burmese -- Need dict and corpus tk Turkish -- Need dict and corpus po polish -- Need dict and corpus More TBC
Guideline for new language requests
If you want to request a new language support, a PR with 2 following files are needed：
1. In folder [ppocr/utils/dict](./ppocr/utils/dict), it is necessary to submit the dict text to this path and name it with `{language}_dict.txt` that contains a list of all characters. Please see the format example from other files in that folder. 2. In folder [ppocr/utils/corpus](./ppocr/utils/corpus), it is necessary to submit the corpus to this path and name it with `{language}_corpus.txt` that contains a list of words in your language. Maybe, 50000 words per language is necessary at least. Of course, the more, the better.If your language has unique elements, please tell me in advance within any way, such as useful links, wikipedia and so on.
@grasswolfs model name for Turkish should be "tr" instead of "tk", it is the widely used abbreviation for Turkish.
I have also opened a pr for Turkish dict and corpora: https://github.com/PaddlePaddle/PaddleOCR/pull/1856
Hi , did we have a model to detect all English characters along with special characters like.,"()
hi, thank you for the great work! I just wonder whether you will add traditional Chinese to the general model? Right now, the general model can support Chinese(sim), English and numbers.
Hi, can we give line data above 50 max_char_length data for training? after training rec model on 25 char length as well as 50 char length found that 25 char length less loss and good acc but 50 char length data more loose and less acc please find sample devnagri data
train_img/0022_BindiyaKiAathmakatha_Img_300_Org_Page_0001_crop_9.jpg बीत गया । असमय के इस बुढ़ापे की देहली पर बैठी, मौत की train_img/0022_BindiyaKiAathmakatha_Img_300_Org_Page_0001_crop_10.jpg प्रतीक्षा कर रही हूँ । पर लगाता है उसने भी सबों के साथ-साथ
After downloading the inference and Trained model, how can I use them ? Can anyone point out some resources of Testing / Evaluating code using these models
Thanks
model name description model size download Update Date ch Chinese and English 3.71M inference model / trained model 2020.9.22 ch_tra chinese traditional 5.63M inference model / trained model 2021.1.21 en English 2.56M inference model / trained model 2020.9.22 fr French 2.65M inference model / trained model 2021.9.22 ar Arabic 2.53M inference model / trained model 2021.1.21 es Spanish 2.53M inference model / trained model 2021.1.21 pt Portuguese 2.63M inference model / trained model 2021.1.21 ru Russia 2.63M inference model / trained model 2021.1.21 ge german 2.65M inference model / trained model 2020.9.22 kr Korean 3.9M inference model / trained model 2020.9.22 jp Japanese 4.23M inference model / trained model 2020.9.22 it Italian 2.53M inference model / trained model 2021.1.21 hi Hindi 2.63M inference model / trained model 2021.1.21 ug Uyghur 2.63M inference model / trained model 2021.1.21 fa Persian 2.63M inference model / trained model 2021.1.21 ur Urdu 2.63M inference model / trained model 2021.1.21 oc Occitan 2.53M inference model / trained model 2021.1.21 mr Marathi 2.63M inference model / trained model 2021.1.21 ne Nepali 2.63M inference model / trained model 2021.1.21 rs_cyrillic Serbian(cyrillic) 2.63M inference model / trained model 2021.1.21 rs_latin Serbian(latin) 2.53M inference model / trained model 2021.1.21 bg Bulgarian 2.63M inference model / trained model 2021.1.21 uk Ukranian 2.63M inference model / trained model 2021.1.21 be Belarusian 2.63M inference model / trained model 2021.1.21 te Telugu 2.63M inference model / trained model 2021.1.21 kn Kannada 2.63M inference model / trained model 2021.1.21 ta Tamil 2.63M inference model / trained model 2021.1.21 mg Mongolian -- Ongoing bg Bangla -- Need dict and corpus vi Vietnamese -- Ongoing bm Burmese -- Need dict and corpus tr Turkish -- Need corpus po polish -- Need dict and corpus More TBC
Guideline for new language requests
If you want to request a new language support, a PR with 2 following files are needed：
- In folder ppocr/utils/dict, it is necessary to submit the dict text to this path and name it with
{language}_dict.txtthat contains a list of all characters. Please see the format example from other files in that folder.- In folder ppocr/utils/corpus, it is necessary to submit the corpus to this path and name it with
{language}_corpus.txtthat contains a list of words in your language. Maybe, 50000 words per language is necessary at least. Of course, the more, the better.If your language has unique elements, please tell me in advance within any way, such as useful links, wikipedia and so on.
Hi, thank you for the great work! I I sent you a corpus for Vietnamese. The file was attached below. vietnamese_dict.txt. This file gets from this research: Download: https://github.com/VinAIResearch/dict-guided You can evaluate on VinText dataset, text scene detection for Vietnamese, downloaded in Github. Thank you.
@inproceedings{m_Nguyen-etal-CVPR21,
author = {Nguyen Nguyen and Thu Nguyen and Vinh Tran and Triet Tran and Thanh Ngo and Thien Nguyen and Minh Hoai},
title = {Dictionary-guided Scene Text Recognition},
year = {2021},
booktitle = {Proceedings of the {IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)},
}
