diff --git a/PPOCRLabel/README.md b/PPOCRLabel/README.md
index 368a835c203f62d529bb874b3cbbf7593b96a8ba..77897a616c123989694ce4c361507549f5d4046b 100644
--- a/PPOCRLabel/README.md
+++ b/PPOCRLabel/README.md
@@ -1,10 +1,14 @@
English | [简体中文](README_ch.md)
-# PPOCRLabel
+# PPOCRLabelv2
-PPOCRLabel is a semi-automatic graphic annotation tool suitable for OCR field, with built-in PPOCR model to automatically detect and re-recognize data. It is written in python3 and pyqt5, supporting rectangular box, table and multi-point annotation modes. Annotations can be directly used for the training of PPOCR detection and recognition models.
+PPOCRLabelv2 is a semi-automatic graphic annotation tool suitable for OCR field, with built-in PP-OCR model to automatically detect and re-recognize data. It is written in Python3 and PyQT5, supporting rectangular box, table, irregular text and key information annotation modes. Annotations can be directly used for the training of PP-OCR detection and recognition models.
-
+| regular text annotation | table annotation |
+| :-------------------------------------------------: | :--------------------------------------------: |
+|
|
|
+| **irregular text annotation** | **key information annotation** |
+|
|
|
### Recent Update
diff --git a/PPOCRLabel/README_ch.md b/PPOCRLabel/README_ch.md
index 9b90ec3f09aea9b383744eadf483263e45e1fb73..1901e8f3c184497414723fef9ad69829b79cb218 100644
--- a/PPOCRLabel/README_ch.md
+++ b/PPOCRLabel/README_ch.md
@@ -1,10 +1,15 @@
[English](README.md) | 简体中文
-# PPOCRLabel
+# PPOCRLabelv2
-PPOCRLabel是一款适用于OCR领域的半自动化图形标注工具,内置PP-OCR模型对数据自动标注和重新识别。使用Python3和PyQT5编写,支持矩形框标注和四点标注模式,导出格式可直接用于PaddleOCR检测和识别模型的训练。
+PPOCRLabel是一款适用于OCR领域的半自动化图形标注工具,内置PP-OCR模型对数据自动标注和重新识别。使用Python3和PyQT5编写,支持矩形框标注、表格标注、不规则文本标注、关键信息标注模式,导出格式可直接用于PaddleOCR检测和识别模型的训练。
+
+| 常规标注 | 表格标注 |
+| :---------------------------------------------------: | :----------------------------------------------: |
+|
|
|
+| **不规则文本标注** | **关键信息标注** |
+|
|
|
-
#### 近期更新
- 2022.05:新增表格标注,使用方法见下方`2.2 表格标注`(by [whjdark](https://github.com/peterh0323); [Evezerest](https://github.com/Evezerest))
diff --git a/PPOCRLabel/data/gif/kie.gif b/PPOCRLabel/data/gif/kie.gif
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diff --git a/PPOCRLabel/data/gif/multi-point.gif b/PPOCRLabel/data/gif/multi-point.gif
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diff --git a/PPOCRLabel/data/gif/table.gif b/PPOCRLabel/data/gif/table.gif
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diff --git a/README.md b/README.md
index 1f055401f26f06bdc06b8805873fb8ac9570fee4..f91ead41e9c2e936babcf08ceaaeb48f79cb328d 100644
--- a/README.md
+++ b/README.md
@@ -26,13 +26,17 @@ PaddleOCR aims to create multilingual, awesome, leading, and practical OCR tools
## Recent updates
-- 2022.5.9 release PaddleOCR v2.5, including:
- - [PP-OCRv3](./doc/doc_en/ppocr_introduction_en.md#pp-ocrv3): With comparable speed, the effect of Chinese scene is further improved by 5% compared with PP-OCRv2, the effect of English scene is improved by 11%, and the average recognition accuracy of 80 language multilingual models is improved by more than 5%.
- - [PPOCRLabelv2](./PPOCRLabel): Add the annotation function for table recognition task, key information extraction task and irregular text image.
- - Interactive e-book [*"Dive into OCR"*](./doc/doc_en/ocr_book_en.md), covers the cutting-edge theory and code practice of OCR full stack technology.
-- 2021.12.21 release PaddleOCR v2.4, release 1 text detection algorithm (PSENet), 3 text recognition algorithms (NRTR、SEED、SAR), 1 key information extraction algorithm (SDMGR, [tutorial](./ppstructure/docs/kie_en.md)) and 3 DocVQA algorithms (LayoutLM, LayoutLMv2, LayoutXLM, [tutorial](./ppstructure/vqa)).
-- 2021.9.7 release PaddleOCR v2.3, [PP-OCRv2](./doc/doc_en/ppocr_introduction_en.md#pp-ocrv2) is proposed. The inference speed of PP-OCRv2 is 220% higher than that of PP-OCR server in CPU device. The F-score of PP-OCRv2 is 7% higher than that of PP-OCR mobile.
-- 2021.8.3 released PaddleOCR v2.2, add a new structured documents analysis toolkit, i.e., [PP-Structure](./ppstructure/README.md), support layout analysis and table recognition (One-key to export chart images to Excel files).
+- **🔥2022.5.9 Release PaddleOCR [release/2.5](https://github.com/PaddlePaddle/PaddleOCR/tree/release/2.5)**
+ - Release [PP-OCRv3](./doc/doc_en/ppocr_introduction_en.md#pp-ocrv3): With comparable speed, the effect of Chinese scene is further improved by 5% compared with PP-OCRv2, the effect of English scene is improved by 11%, and the average recognition accuracy of 80 language multilingual models is improved by more than 5%.
+ - Release [PPOCRLabelv2](./PPOCRLabel): Add the annotation function for table recognition task, key information extraction task and irregular text image.
+ - Release interactive e-book [*"Dive into OCR"*](./doc/doc_en/ocr_book_en.md), covers the cutting-edge theory and code practice of OCR full stack technology.
+- 2021.12.21 Release PaddleOCR [release/2.4](https://github.com/PaddlePaddle/PaddleOCR/tree/release/2.4)
+ - Release 1 text detection algorithm ([PSENet](./doc/doc_en/algorithm_det_psenet_en.md)), 3 text recognition algorithms ([NRTR](./doc/doc_en/algorithm_rec_nrtr_en.md)、[SEED](./doc/doc_en/algorithm_rec_seed_en.md)、[SAR](./doc/doc_en/algorithm_rec_nrtr_en.md)).
+ - Release 1 key information extraction algorithm [SDMGR](./ppstructure/docs/kie_en.md) and 3 [DocVQA](./ppstructure/vqa) algorithms (LayoutLM, LayoutLMv2, LayoutXLM).
+- 2021.9.7 Release PaddleOCR [release/2.3](https://github.com/PaddlePaddle/PaddleOCR/tree/release/2.3)
+ - Release [PP-OCRv2](./doc/doc_en/ppocr_introduction_en.md#pp-ocrv2). The inference speed of PP-OCRv2 is 220% higher than that of PP-OCR server in CPU device. The F-score of PP-OCRv2 is 7% higher than that of PP-OCR mobile.
+- 2021.8.3 Release PaddleOCR [release/2.2](https://github.com/PaddlePaddle/PaddleOCR/tree/release/2.2)
+ - Release a new structured documents analysis toolkit, i.e., [PP-Structure](./ppstructure/README.md), support layout analysis and table recognition (One-key to export chart images to Excel files).
- [more](./doc/doc_en/update_en.md)
diff --git a/README_ch.md b/README_ch.md
index b0075c7db94d68fa806b718325c00e28d3621cd9..3b4fc1495638508a032c2c5e5c5f58c7391b2cb7 100755
--- a/README_ch.md
+++ b/README_ch.md
@@ -27,14 +27,28 @@ PaddleOCR旨在打造一套丰富、领先、且实用的OCR工具库,助力
## 近期更新
-- 2022.5.9 发布PaddleOCR v2.5。研发团队将于5.11~5.13带来三日直播课详细解读,扫描下文二维码入群[获取直播课链接](#开源社区)。发布内容包括:
- - [PP-OCRv3](./doc/doc_ch/ppocr_introduction.md#pp-ocrv3),速度可比情况下,中文场景效果相比于PP-OCRv2再提升5%,英文场景提升11%,80语种多语言模型平均识别准确率提升5%以上;
- - 半自动标注工具[PPOCRLabelv2](./PPOCRLabel):新增表格文字图像、图像关键信息抽取任务和不规则文字图像的标注功能;
- - OCR产业落地工具集:打通22种训练部署软硬件环境与方式,覆盖企业90%的训练部署环境需求
- - 交互式OCR开源电子书[《动手学OCR》](./doc/doc_ch/ocr_book.md),覆盖OCR全栈技术的前沿理论与代码实践,并配套教学视频。
-- 2021.12.21 发布PaddleOCR v2.4。OCR算法新增1种文本检测算法(PSENet),3种文本识别算法(NRTR、SEED、SAR);文档结构化算法新增1种关键信息提取算法(SDMGR,[文档](./ppstructure/docs/kie.md)),3种DocVQA算法(LayoutLM、LayoutLMv2,LayoutXLM,[文档](./ppstructure/vqa))。
-- 2021.9.7 发布PaddleOCR v2.3与[PP-OCRv2](./doc/doc_ch/ppocr_introduction.md#pp-ocrv2),CPU推理速度相比于PP-OCR server提升220%;效果相比于PP-OCR mobile 提升7%。
-- 2021.8.3 发布PaddleOCR v2.2,新增文档结构分析[PP-Structure](./ppstructure/README_ch.md)工具包,支持版面分析与表格识别(含Excel导出)。
+- **🔥2022.5.11~13 每晚8:30【超强OCR技术详解与产业应用实战】三日直播课**
+ - 11日:开源最强OCR系统PP-OCRv3揭秘
+ - 12日:云边端全覆盖的PP-OCRv3训练部署实战
+ - 13日:OCR产业应用全流程拆解与实战
+
+ 赶紧扫码报名吧!
+