diff --git a/doc/doc_ch/multi_languages.md b/doc/doc_ch/multi_languages.md index 6a078f3cb8685d92d27169c1f9c16017978586ca..92f2110cf64101377a2b392e2632e9aa7d35fcf6 100755 --- a/doc/doc_ch/multi_languages.md +++ b/doc/doc_ch/multi_languages.md @@ -11,7 +11,7 @@ PaddleOCR 旨在打造一套丰富、领先、且实用的OCR工具库，不仅 其中英文模型支持，大小写字母和常见标点的检测识别，并优化了空格字符的识别：
- +
小语种模型覆盖了拉丁语系、阿拉伯语系、中文繁体、韩语、日语等等： @@ -19,6 +19,8 @@ PaddleOCR 旨在打造一套丰富、领先、且实用的OCR工具库，不仅
+ +
@@ -30,14 +32,9 @@ PaddleOCR 旨在打造一套丰富、领先、且实用的OCR工具库，不仅 - [2 快速使用](#快速使用) - [2.1 命令行运行](#命令行运行) - - [2.1.1 整图预测](#bash_检测+识别) - - [2.1.2 识别预测](#bash_识别) - - [2.1.3 检测预测](#bash_检测) - [2.2 python 脚本运行](#python_脚本运行) - - [2.2.1 整图预测](#python_检测+识别) - - [2.2.2 识别预测](#python_识别) - - [2.2.3 检测预测](#python_检测) - [3 自定义训练](#自定义训练) +- [4 预测部署](#预测部署) - [4 支持语种及缩写](#语种缩写) @@ -108,8 +105,6 @@ paddleocr --image_dir doc/imgs/japan_2.jpg --lang=japan paddleocr --image_dir doc/imgs_words/japan/1.jpg --det false --lang=japan ``` -![](https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/release/2.0/doc/imgs_words/japan/1.jpg) - 结果是一个tuple，返回识别结果和识别置信度 ```text @@ -143,6 +138,9 @@ from paddleocr import PaddleOCR, draw_ocr # 同样也是通过修改 lang 参数切换语种 ocr = PaddleOCR(lang="korean") # 首次执行会自动下载模型文件 +# 可通过参数控制单独执行识别、检测 +# result = ocr.ocr(img_path, det=False) 只执行识别 +# result = ocr.ocr(img_path, rec=False) 只执行检测 img_path = 'doc/imgs/korean_1.jpg ' result = ocr.ocr(img_path) # 打印检测框和识别结果 @@ -166,59 +164,7 @@ im_show.save('result.jpg') -* 识别预测 - -``` -from paddleocr import PaddleOCR -ocr = PaddleOCR(lang="german") -img_path = 'PaddleOCR/doc/imgs_words/german/1.jpg' -result = ocr.ocr(img_path, det=False, cls=True) -for line in result: - print(line) -``` - - -![](../imgs_words/german/1.jpg) - -结果是一个tuple，只包含识别结果和识别置信度 - -``` -('leider auch jetzt', 0.97538936) -``` - -* 检测预测 - -```python -from paddleocr import PaddleOCR, draw_ocr -ocr = PaddleOCR() # need to run only once to download and load model into memory -img_path = 'PaddleOCR/doc/imgs_en/img_12.jpg' -result = ocr.ocr(img_path, rec=False) -for line in result: - print(line) - -# 显示结果 -from PIL import Image - -image = Image.open(img_path).convert('RGB') -im_show = draw_ocr(image, result, txts=None, scores=None, font_path='/path/to/PaddleOCR/doc/fonts/simfang.ttf') -im_show = Image.fromarray(im_show) -im_show.save('result.jpg') -``` -结果是一个list，每个item只包含文本框 -```bash -[[26.0, 457.0], [137.0, 457.0], [137.0, 477.0], [26.0, 477.0]] -[[25.0, 425.0], [372.0, 425.0], [372.0, 448.0], [25.0, 448.0]] -[[128.0, 397.0], [273.0, 397.0], [273.0, 414.0], [128.0, 414.0]] -...... -``` - -结果可视化 ： - -
- -
- -ppocr 还支持方向分类， 更多使用方式请参考：[whl包使用说明](https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.0/doc/doc_ch/whl.md)。 +ppocr 还支持方向分类， 更多使用方式请参考：[whl包使用说明](https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.0/doc/doc_ch/whl.md) ## 3 自定义训练 @@ -229,85 +175,59 @@ ppocr 支持使用自己的数据进行自定义训练或finetune, 其中识别 具体数据准备、训练过程可参考：[文本检测](../doc_ch/detection.md)、[文本识别](../doc_ch/recognition.md)，更多功能如预测部署、 数据标注等功能可以阅读完整的[文档教程](../../README_ch.md)。 + +## 4 预测部署 + +除了安装whl包进行快速预测，ppocr 也提供了多种预测部署方式，如有需求可阅读相关文档： +- [基于Python脚本预测引擎推理](./doc/doc_ch/inference.md) +- [基于C++预测引擎推理](./deploy/cpp_infer/readme.md) +- [服务化部署](./deploy/pdserving/README_CN.md) +- [端侧部署](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/deploy/lite/readme.md) +- [Benchmark](./doc/doc_ch/benchmark.md) + + + -## 4 支持语种及缩写 - -| 语种 | 描述 | 缩写 | -| --- | --- | --- | -|中文|chinese and english|ch| -|英文|english|en| -|法文|french|fr| -|德文|german|german| -|日文|japan|japan| -|韩文|korean|korean| -|中文繁体|chinese traditional |ch_tra| -|意大利文| Italian |it| -|西班牙文|Spanish |es| -|葡萄牙文| Portuguese|pt| -|俄罗斯文|Russia|ru| -|阿拉伯文|Arabic|ar| -|印地文|Hindi|hi| -|维吾尔|Uyghur|ug| -|波斯文|Persian|fa| -|乌尔都文|Urdu|ur| -|塞尔维亚文（latin)| Serbian(latin) |rs_latin| -|欧西坦文|Occitan |oc| -|马拉地文|Marathi|mr| -|尼泊尔文|Nepali|ne| -|塞尔维亚文（cyrillic)|Serbian(cyrillic)|rs_cyrillic| -|保加利亚文|Bulgarian |bg| -|乌克兰文|Ukranian|uk| -|白俄罗斯文|Belarusian|be| -|泰卢固文|Telugu |te| -|卡纳达文|Kannada |kn| -|泰米尔文|Tamil |ta| -|南非荷兰文 |Afrikaans |af| -|阿塞拜疆文 |Azerbaijani |az| -|波斯尼亚文|Bosnian|bs| -|捷克文|Czech|cs| -|威尔士文 |Welsh |cy| -|丹麦文 |Danish|da| -|爱沙尼亚文 |Estonian |et| -|爱尔兰文 |Irish |ga| -|克罗地亚文|Croatian |hr| -|匈牙利文|Hungarian |hu| -|印尼文|Indonesian|id| -|冰岛文 |Icelandic|is| -|库尔德文 |Kurdish|ku| -|立陶宛文|Lithuanian |lt| -|拉脱维亚文 |Latvian |lv| -|毛利文|Maori|mi| -|马来文 |Malay|ms| -|马耳他文 |Maltese |mt| -|荷兰文 |Dutch |nl| -|挪威文 |Norwegian |no| -|波兰文|Polish |pl| -| 罗马尼亚文|Romanian |ro| -| 斯洛伐克文|Slovak |sk| -| 斯洛文尼亚文|Slovenian |sl| -| 阿尔巴尼亚文|Albanian |sq| -| 瑞典文|Swedish |sv| -| 西瓦希里文|Swahili |sw| -| 塔加洛文|Tagalog |tl| -| 土耳其文|Turkish |tr| -| 乌兹别克文|Uzbek |uz| -| 越南文|Vietnamese |vi| -| 蒙古文|Mongolian |mn| +## 5 支持语种及缩写 + +| 语种 | 描述 | 缩写 | | 语种 | 描述 | 缩写 | +| --- | --- | --- | ---|--- | --- | --- | +|中文|chinese and english|ch| |保加利亚文|Bulgarian |bg| +|英文|english|en| |乌克兰文|Ukranian|uk| +|法文|french|fr| |白俄罗斯文|Belarusian|be| +|德文|german|german| |泰卢固文|Telugu |te| +|日文|japan|japan| |卡纳达文|Kannada |kn| +|韩文|korean|korean| |泰米尔文|Tamil |ta| +|中文繁体|chinese traditional |ch_tra| |南非荷兰文 |Afrikaans |af| +|意大利文| Italian |it| |阿塞拜疆文 |Azerbaijani |az| +|西班牙文|Spanish |es| |波斯尼亚文|Bosnian|bs| +|葡萄牙文| Portuguese|pt| |捷克文|Czech|cs| +|俄罗斯文|Russia|ru| |威尔士文 |Welsh |cy| +|阿拉伯文|Arabic|ar| |丹麦文 |Danish|da| +|印地文|Hindi|hi| |爱沙尼亚文 |Estonian |et| +|维吾尔|Uyghur|ug| |爱尔兰文 |Irish |ga| +|波斯文|Persian|fa| |克罗地亚文|Croatian |hr| +|乌尔都文|Urdu|ur| |匈牙利文|Hungarian |hu| +|塞尔维亚文（latin)| Serbian(latin) |rs_latin| |印尼文|Indonesian|id| +|欧西坦文|Occitan |oc| |冰岛文 |Icelandic|is| +|马拉地文|Marathi|mr| |库尔德文 |Kurdish|ku| +|尼泊尔文|Nepali|ne| |立陶宛文|Lithuanian |lt| +|塞尔维亚文（cyrillic)|Serbian(cyrillic)|rs_cyrillic| |拉脱维亚文 |Latvian |lv| +|毛利文|Maori|mi| | 达尔瓦文|Dargwa |dar| +|马来文 |Malay|ms| | 因古什文|Ingush |inh| +|马耳他文 |Maltese |mt| | 拉克文|Lak |lbe| +|荷兰文 |Dutch |nl| | 莱兹甘文|Lezghian |lez| +|挪威文 |Norwegian |no| |塔巴萨兰文 |Tabassaran |tab| +|波兰文|Polish |pl| | 比尔哈文|Bihari |bh| +| 罗马尼亚文|Romanian |ro| | 迈蒂利文|Maithili |mai| +| 斯洛伐克文|Slovak |sk| | 昂加文|Angika |ang| +| 斯洛文尼亚文|Slovenian |sl| | 孟加拉文|Bhojpuri |bho| +| 阿尔巴尼亚文|Albanian |sq| | 摩揭陀文 |Magahi |mah| +| 瑞典文|Swedish |sv| | 那格浦尔文|Nagpur |sck| +| 西瓦希里文|Swahili |sw| | 尼瓦尔文|Newari |new| +| 塔加洛文|Tagalog |tl| | 保加利亚文 |Goan Konkani|gom| +| 土耳其文|Turkish |tr| | 沙特阿拉伯文|Saudi Arabia|sa| +| 乌兹别克文|Uzbek |uz| | 阿瓦尔文|Avar |ava| +| 越南文|Vietnamese |vi| | 阿瓦尔文|Avar |ava| +| 蒙古文|Mongolian |mn| | 阿迪赫文|Adyghe |ady| | 阿巴扎文|Abaza |abq| -| 阿迪赫文|Adyghe |ady| -| 卡巴丹文|Kabardian |kbd| -| 阿瓦尔文|Avar |ava| -| 达尔瓦文|Dargwa |dar| -| 因古什文|Ingush |inh| -| 拉克文|Lak |lbe| -| 莱兹甘文|Lezghian |lez| -|塔巴萨兰文 |Tabassaran |tab| -| 比尔哈文|Bihari |bh| -| 迈蒂利文|Maithili |mai| -| 昂加文|Angika |ang| -| 孟加拉文|Bhojpuri |bho| -| 摩揭陀文 |Magahi |mah| -| 那格浦尔文|Nagpur |sck| -| 尼瓦尔文|Newari |new| -| 保加利亚文 |Goan Konkani|gom| -| 沙特阿拉伯文|Saudi Arabia|sa| diff --git a/doc/doc_en/models_list_en.md b/doc/doc_en/models_list_en.md index 7d5b0d086fc7e8b329e4fba475bb36445d05d018..7e38471e289ce08efb4e5bbb1699a37f85403ec8 100644 --- a/doc/doc_en/models_list_en.md +++ b/doc/doc_en/models_list_en.md @@ -102,14 +102,14 @@ python3 generate_multi_language_configs.py -l it \ | german_mobile_v2.0_rec |Lightweight model for German recognition|[rec_german_lite_train.yml](../../configs/rec/multi_language/rec_german_lite_train.yml)|2.65M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/german_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/german_mobile_v2.0_rec_train.tar) | | korean_mobile_v2.0_rec |Lightweight model for Korean recognition|[rec_korean_lite_train.yml](../../configs/rec/multi_language/rec_korean_lite_train.yml)|3.9M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/korean_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/korean_mobile_v2.0_rec_train.tar) | | japan_mobile_v2.0_rec |Lightweight model for Japanese recognition|[rec_japan_lite_train.yml](../../configs/rec/multi_language/rec_japan_lite_train.yml)|4.23M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/japan_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/japan_mobile_v2.0_rec_train.tar) | -| chinese_cht_mobile_v2.0_rec |Lightweight model for chinese cht recognition|rec_chinese_cht_lite_train.yml|5.63M|[推理模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/chinese_cht_mobile_v2.0_rec_infer.tar) / [训练模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/chinese_cht_mobile_v2.0_rec_train.tar) | +| chinese_cht_mobile_v2.0_rec |Lightweight model for chinese cht recognition|rec_chinese_cht_lite_train.yml|5.63M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/chinese_cht_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/chinese_cht_mobile_v2.0_rec_train.tar) | | te_mobile_v2.0_rec |Lightweight model for Telugu recognition|rec_te_lite_train.yml|2.63M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/te_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/te_mobile_v2.0_rec_train.tar) | | ka_mobile_v2.0_rec |Lightweight model for Kannada recognition|rec_ka_lite_train.yml|2.63M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/ka_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/ka_mobile_v2.0_rec_train.tar) | | ta_mobile_v2.0_rec |Lightweight model for Tamil recognition|rec_ta_lite_train.yml|2.63M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/ta_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/ta_mobile_v2.0_rec_train.tar) | -| latin_mobile_v2.0_rec | Lightweight model for latin recognition | [rec_latin_lite_train.yml](../../configs/rec/multi_language/rec_latin_lite_train.yml) |2.6M|[推理模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/latin_ppocr_mobile_v2.0_rec_infer.tar) / [训练模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/latin_ppocr_mobile_v2.0_rec_train.tar) | -| arabic_mobile_v2.0_rec | Lightweight model for arabic recognition | [rec_arabic_lite_train.yml](../../configs/rec/multi_language/rec_arabic_lite_train.yml) |2.6M|[推理模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/arabic_ppocr_mobile_v2.0_rec_infer.tar) / [训练模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/arabic_ppocr_mobile_v2.0_rec_train.tar) | -| cyrillic_mobile_v2.0_rec | Lightweight model for cyrillic recognition | [rec_cyrillic_lite_train.yml](../../configs/rec/multi_language/rec_cyrillic_lite_train.yml) |2.6M|[推理模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/cyrillic_ppocr_mobile_v2.0_rec_infer.tar) / [训练模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/cyrillic_ppocr_mobile_v2.0_rec_train.tar) | -| devanagari_mobile_v2.0_rec | Lightweight model for devanagari recognition | [rec_devanagari_lite_train.yml](../../configs/rec/multi_language/rec_devanagari_lite_train.yml) |2.6M|[推理模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/devanagari_ppocr_mobile_v2.0_rec_infer.tar) / [训练模型](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/devanagari_ppocr_mobile_v2.0_rec_train.tar) | +| latin_mobile_v2.0_rec | Lightweight model for latin recognition | [rec_latin_lite_train.yml](../../configs/rec/multi_language/rec_latin_lite_train.yml) |2.6M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/latin_ppocr_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/latin_ppocr_mobile_v2.0_rec_train.tar) | +| arabic_mobile_v2.0_rec | Lightweight model for arabic recognition | [rec_arabic_lite_train.yml](../../configs/rec/multi_language/rec_arabic_lite_train.yml) |2.6M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/arabic_ppocr_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/arabic_ppocr_mobile_v2.0_rec_train.tar) | +| cyrillic_mobile_v2.0_rec | Lightweight model for cyrillic recognition | [rec_cyrillic_lite_train.yml](../../configs/rec/multi_language/rec_cyrillic_lite_train.yml) |2.6M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/cyrillic_ppocr_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/cyrillic_ppocr_mobile_v2.0_rec_train.tar) | +| devanagari_mobile_v2.0_rec | Lightweight model for devanagari recognition | [rec_devanagari_lite_train.yml](../../configs/rec/multi_language/rec_devanagari_lite_train.yml) |2.6M|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/devanagari_ppocr_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/multilingual/devanagari_ppocr_mobile_v2.0_rec_train.tar) | For more supported languages, please refer to : [Multi-language model](https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.1/doc/doc_en/multi_languages_en.md#4-support-languages-and-abbreviations) diff --git a/doc/doc_en/multi_languages_en.md b/doc/doc_en/multi_languages_en.md index 65f8bccdf67e5ee5b41e7eb7157704bd0e107ef3..31799144ba27daa15e015559099e6efe5c1bb516 100755 --- a/doc/doc_en/multi_languages_en.md +++ b/doc/doc_en/multi_languages_en.md @@ -13,7 +13,7 @@ Among them, the English model supports the detection and recognition of uppercas letters and common punctuation, and the recognition of space characters is optimized:
- +
The multilingual models cover Latin, Arabic, Traditional Chinese, Korean, Japanese, etc.: @@ -21,6 +21,8 @@ The multilingual models cover Latin, Arabic, Traditional Chinese, Korean, Japane
+ +
This document will briefly introduce how to use the multilingual model. @@ -31,14 +33,9 @@ This document will briefly introduce how to use the multilingual model. - [2 Quick Use](#Quick_Use) - [2.1 Command line operation](#Command_line_operation) - - [2.1.1 Prediction of the whole image](#bash_detection+recognition) - - [2.1.2 Recognition](#bash_Recognition) - - [2.1.3 Detection](#bash_detection) - [2.2 python script running](#python_Script_running) - - [2.2.1 Whole image prediction](#python_detection+recognition) - - [2.2.2 Recognition](#python_Recognition) - - [2.2.3 Detection](#python_detection) - [3 Custom Training](#Custom_Training) +- [4 Inference and Deployment](#inference) - [4 Supported languages and abbreviations](#language_abbreviations) @@ -143,6 +140,9 @@ from paddleocr import PaddleOCR, draw_ocr ocr = PaddleOCR(lang="korean") # The model file will be downloaded automatically when executed for the first time img_path ='doc/imgs/korean_1.jpg' result = ocr.ocr(img_path) +# Recognition and detection can be performed separately through parameter control +# result = ocr.ocr(img_path, det=False) Only perform recognition +# result = ocr.ocr(img_path, rec=False) Only perform detection # Print detection frame and recognition result for line in result: print(line) @@ -162,54 +162,6 @@ Visualization of results: ![](https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/release/2.1/doc/imgs_results/korean.jpg) -* Recognition - -``` -from paddleocr import PaddleOCR -ocr = PaddleOCR(lang="german") -img_path ='PaddleOCR/doc/imgs_words/german/1.jpg' -result = ocr.ocr(img_path, det=False, cls=True) -for line in result: - print(line) -``` - -![](https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/release/2.1/doc/imgs_words/german/1.jpg) - -The result is a tuple, which only contains the recognition result and recognition confidence - -``` -('leider auch jetzt', 0.97538936) -``` - -* Detection - -```python -from paddleocr import PaddleOCR, draw_ocr -ocr = PaddleOCR() # need to run only once to download and load model into memory -img_path ='PaddleOCR/doc/imgs_en/img_12.jpg' -result = ocr.ocr(img_path, rec=False) -for line in result: - print(line) - -# show result -from PIL import Image - -image = Image.open(img_path).convert('RGB') -im_show = draw_ocr(image, result, txts=None, scores=None, font_path='/path/to/PaddleOCR/doc/fonts/simfang.ttf') -im_show = Image.fromarray(im_show) -im_show.save('result.jpg') -``` -The result is a list, each item contains only text boxes -```bash -[[26.0, 457.0], [137.0, 457.0], [137.0, 477.0], [26.0, 477.0]] -[[25.0, 425.0], [372.0, 425.0], [372.0, 448.0], [25.0, 448.0]] -[[128.0, 397.0], [273.0, 397.0], [273.0, 414.0], [128.0, 414.0]] -...... -``` - -Visualization of results: -![](https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/release/2.1/doc/imgs_results/whl/12_det.jpg) - ppocr also supports direction classification. For more usage methods, please refer to: [whl package instructions](https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.0/doc/doc_ch/whl.md). @@ -221,85 +173,62 @@ Modify the training data path, dictionary and other parameters. For specific data preparation and training process, please refer to: [Text Detection](../doc_en/detection_en.md), [Text Recognition](../doc_en/recognition_en.md), more functions such as predictive deployment, For functions such as data annotation, you can read the complete [Document Tutorial](../../README.md). + + +## 4 Inference and Deployment + +In addition to installing the whl package for quick forecasting, +ppocr also provides a variety of forecasting deployment methods. +If necessary, you can read related documents: + +- [Python Inference](./doc/doc_en/inference_en.md) +- [C++ Inference](./deploy/cpp_infer/readme_en.md) +- [Serving](./deploy/pdserving/README.md) +- [Mobile](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/deploy/lite/readme_en.md) +- [Benchmark](./doc/doc_en/benchmark_en.md) + + -## 4 Support languages and abbreviations - -| Language | Abbreviation | -| --- | --- | -|chinese and english|ch| -|english|en| -|french|fr| -|german|german| -|japan|japan| -|korean|korean| -|chinese traditional |ch_tra| -| Italian |it| -|Spanish |es| -| Portuguese|pt| -|Russia|ru| -|Arabic|ar| -|Hindi|hi| -|Uyghur|ug| -|Persian|fa| -|Urdu|ur| -| Serbian(latin) |rs_latin| -|Occitan |oc| -|Marathi|mr| -|Nepali|ne| -|Serbian(cyrillic)|rs_cyrillic| -|Bulgarian |bg| -|Ukranian|uk| -|Belarusian|be| -|Telugu |te| -|Kannada |kn| -|Tamil |ta| -|Afrikaans |af| -|Azerbaijani |az| -|Bosnian|bs| -|Czech|cs| -|Welsh |cy| -|Danish|da| -|Estonian |et| -|Irish |ga| -|Croatian |hr| -|Hungarian |hu| -|Indonesian|id| -|Icelandic|is| -|Kurdish|ku| -|Lithuanian |lt| - |Latvian |lv| -|Maori|mi| -|Malay|ms| -|Maltese |mt| -|Dutch |nl| -|Norwegian |no| -|Polish |pl| -|Romanian |ro| -|Slovak |sk| -|Slovenian |sl| -|Albanian |sq| -|Swedish |sv| -|Swahili |sw| -|Tagalog |tl| -|Turkish |tr| -|Uzbek |uz| -|Vietnamese |vi| -|Mongolian |mn| -|Abaza |abq| -|Adyghe |ady| -|Kabardian |kbd| -|Avar |ava| -|Dargwa |dar| -|Ingush |inh| -|Lak |lbe| -|Lezghian |lez| -|Tabassaran |tab| -|Bihari |bh| -|Maithili |mai| -|Angika |ang| -|Bhojpuri |bho| -|Magahi |mah| -|Nagpur |sck| -|Newari |new| -|Goan Konkani|gom| +## 5 Support languages and abbreviations + +| Language | Abbreviation | | Language | Abbreviation | +| --- | --- | | --- | --- | +|chinese and english|ch| |Arabic|ar| +|english|en| |Hindi|hi| +|french|fr| |Uyghur|ug| +|german|german| |Persian|fa| +|japan|japan| |Urdu|ur| +|korean|korean| | Serbian(latin) |rs_latin| +|chinese traditional |ch_tra| |Occitan |oc| +| Italian |it| |Marathi|mr| +|Spanish |es| |Nepali|ne| +| Portuguese|pt| |Serbian(cyrillic)|rs_cyrillic| +|Russia|ru||Bulgarian |bg| +|Ukranian|uk| |Estonian |et| +|Belarusian|be| |Irish |ga| +|Telugu |te| |Croatian |hr| +|Kannada |kn| |Hungarian |hu| +|Tamil |ta| |Indonesian|id| +|Afrikaans |af| |Icelandic|is| +|Azerbaijani |az||Kurdish|ku| +|Bosnian|bs| |Lithuanian |lt| +|Czech|cs| |Latvian |lv| +|Welsh |cy| |Maori|mi| +|Danish|da| |Malay|ms| +|Maltese |mt| |Adyghe |ady| +|Dutch |nl| |Kabardian |kbd| +|Norwegian |no| |Avar |ava| +|Polish |pl| |Dargwa |dar| +|Romanian |ro| |Ingush |inh| +|Slovak |sk| |Lak |lbe| +|Slovenian |sl| |Lezghian |lez| +|Albanian |sq| |Tabassaran |tab| +|Swedish |sv| |Bihari |bh| +|Swahili |sw| |Maithili |mai| +|Tagalog |tl| |Angika |ang| +|Turkish |tr| |Bhojpuri |bho| +|Uzbek |uz| |Magahi |mah| +|Vietnamese |vi| |Nagpur |sck| +|Mongolian |mn| |Newari |new| +|Abaza |abq| |Goan Konkani|gom| |Saudi Arabia|sa| diff --git a/doc/imgs_results/multi_lang/arabic_0.jpg b/doc/imgs_results/multi_lang/arabic_0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9941b906427b8f08c076ecc47a328780bd857598 Binary files /dev/null and b/doc/imgs_results/multi_lang/arabic_0.jpg differ diff --git a/doc/imgs_results/multi_lang/img_12.jpg b/doc/imgs_results/multi_lang/img_12.jpg new file mode 100644 index 0000000000000000000000000000000000000000..822d562eda747389157b8e49927a1841a193c9e7 Binary files /dev/null and b/doc/imgs_results/multi_lang/img_12.jpg differ diff --git a/doc/imgs_results/multi_lang/korean_0.jpg b/doc/imgs_results/multi_lang/korean_0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fe6305aa03edc5d6fe1bc10a140b55be619df72 Binary files /dev/null and b/doc/imgs_results/multi_lang/korean_0.jpg differ