update README

README.md

@@ -22,16 +22,10 @@
 
 PaddleX 3.0 是基于飞桨框架构建的低代码开发工具，它集成了众多**开箱即用的预训练模型**，可以实现模型从训练到推理的**全流程开发**，支持国内外**多款主流硬件**，助力AI 开发者进行产业实践。
 
-|                                                            [**通用图像分类**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/cv_pipelines/image_classification.html)                                                            |                                                            [**图像多标签分类**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/cv_pipelines/image_multi_label_classification.html)                                                            |                                                            [**通用目标检测**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/cv_pipelines/object_detection.html)                                                            |                                                            [**通用实例分割**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/cv_pipelines/instance_segmentation.html)                                                            |
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-| <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/b302cd7e-e027-4ea6-86d0-8a4dd6d61f39" height="126px" width="180px"> | <img src="https://raw.githubusercontent.com/cuicheng01/PaddleX_doc_images/main/images/multilabel_cls.png" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/099e2b00-0bbe-4b20-9c5a-96b69e473bd2" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/09f683b4-27df-4c24-b8a7-84da20fdd182" height="126px" width="180px"> |
-|                                                              [**通用语义分割**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/cv_pipelines/semantic_segmentation.html)                                                               |                                                            [**图像异常检测**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/cv_pipelines/image_anomaly_detection.html)                                                            |                                                         [ **通用OCR**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/ocr_pipelines/OCR.html)                                                          |                                                          [**通用表格识别**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/ocr_pipelines/table_recognition.html)                                                          |
-| <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/02637f8c-f248-415b-89ab-1276505f198c" height="126px" width="180px"> | <img src="https://raw.githubusercontent.com/cuicheng01/PaddleX_doc_images/main/images/image_anomaly_detection.png" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/1ef48536-48d4-484b-a6fb-0d6631ba2386" height="126px" width="180px"> |  <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/1e798e05-dee7-4b41-9cc4-6708b6014efa" height="126px" width="180px"> |
-|                                                              [**文本图像智能分析**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/information_extraction_pipelines/document_scene_information_extraction_v3.html)                                                              |                                                            [**时序预测**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/time_series_pipelines/time_series_forecasting.html)                                                            |                                                              [**时序异常检测**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/time_series_pipelines/time_series_anomaly_detection.html)                                                              |                                                         [**时序分类**](https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/time_series_pipelines/time_series_classification.html)                                                         |
-| <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/e3d97f4e-ab46-411c-8155-494c61492b0a" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/6e897bf6-35fe-45e6-a040-e9a1a20cfdf2" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/c54c66cc-da4f-4631-877b-43b0fbb192a6" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/0ce925b2-3776-4dde-8ce0-5156d5a2476e" height="126px" width="180px"> |
+![PaddleX](https://raw.githubusercontent.com/cuicheng01/PaddleX_doc_images/main/images/PaddleX_ch.png)
 
 ## 🌟 特性
-  🎨 **模型丰富一键调用**：将覆盖文本图像智能分析、OCR、目标检测、时序预测等多个关键领域的 **200+ 飞桨模型**整合为 **33 条模型产线**，通过极简的 Python API 一键调用，快速体验模型效果。同时支持 **38 种单功能模块**，方便开发者进行模型组合使用。
+  🎨 **模型丰富一键调用**：将覆盖文本图像智能分析、OCR、目标检测、时序预测等多个关键领域的 **200+ 飞桨模型**整合为 **33 条模型产线**，通过极简的 Python API 一键调用，快速体验模型效果。同时支持 **39 种单功能模块**，方便开发者进行模型组合使用。
 
   🚀 **提高效率降低门槛**：实现基于统一命令和图形界面的模型**全流程开发**，打造大小模型结合、大模型半监督学习和多模型融合的[**8 条特色模型产线**](https://aistudio.baidu.com/intro/paddlex)，大幅度降低迭代模型的成本。
 

README_en.md

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 PaddleX 3.0 is a low-code development tool for AI models built on the PaddlePaddle framework. It integrates numerous **ready-to-use pre-trained models**, enabling **full-process development** from model training to inference, supporting **a variety of mainstream hardware** both domestic and international, and aiding AI developers in industrial practice.
 
 
-|                                                            [**Image Classification**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/cv_pipelines/image_classification.html)                                                            |                                                            [**Multi-label Image Classification**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/cv_pipelines/image_multi_label_classification.html)                                                            |                                                            [**Object Detection**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/cv_pipelines/object_detection.html)                                                            |                                                            [**Instance Segmentation**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/cv_pipelines/instance_segmentation.html)                                                            |
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-| <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/b302cd7e-e027-4ea6-86d0-8a4dd6d61f39" height="126px" width="180px"> | <img src="https://raw.githubusercontent.com/cuicheng01/PaddleX_doc_images/main/images/multilabel_cls.png" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/099e2b00-0bbe-4b20-9c5a-96b69e473bd2" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/09f683b4-27df-4c24-b8a7-84da20fdd182" height="126px" width="180px"> |
-|                                                              [**Semantic Segmentation**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/cv_pipelines/semantic_segmentation.html)                                                               |                                                            [**Image Anomaly Detection**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/cv_pipelines/image_anomaly_detection.html)                                                            |                                                          [**OCR**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/ocr_pipelines/OCR.html)                                                          |                                                          [**Table Recognition**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/ocr_pipelines/table_recognition.html)                                                          |
-| <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/02637f8c-f248-415b-89ab-1276505f198c" height="126px" width="180px"> | <img src="https://raw.githubusercontent.com/cuicheng01/PaddleX_doc_images/main/images/image_anomaly_detection.png" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/1ef48536-48d4-484b-a6fb-0d6631ba2386" height="126px" width="180px"> |  <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/1e798e05-dee7-4b41-9cc4-6708b6014efa" height="126px" width="180px"> |
-|                                                              [**PP-ChatOCRv3-doc**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/information_extraction_pipelines/document_scene_information_extraction_v3.html)                                                              |                                                            [**Time Series Forecasting**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/time_series_pipelines/time_series_forecasting.html)                                                            |                                                              [**Time Series Anomaly Detection**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/time_series_pipelines/time_series_anomaly_detection.html)                                                              |                                                         [**Time Series Classification**](https://paddlepaddle.github.io/PaddleX/latest/en/pipeline_usage/tutorials/time_series_pipelines/time_series_classification.html)                                                         |
-| <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/e3d97f4e-ab46-411c-8155-494c61492b0a" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/6e897bf6-35fe-45e6-a040-e9a1a20cfdf2" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/c54c66cc-da4f-4631-877b-43b0fbb192a6" height="126px" width="180px"> | <img src="https://github.com/PaddlePaddle/PaddleX/assets/142379845/0ce925b2-3776-4dde-8ce0-5156d5a2476e" height="126px" width="180px"> |
-
+![PaddleX](https://raw.githubusercontent.com/cuicheng01/PaddleX_doc_images/main/images/PaddleX_en.png)
 
 
 ## 🌟 Why PaddleX ?
 
-  🎨 **Rich Models One-click Call**: Integrate over **200 PaddlePaddle models** covering multiple key areas such as OCR, object detection, and time series forecasting into **33 pipelines**. Experience the model effects quickly through easy Python API calls. Also supports **38 modules** for easy model combination use by developers.
+  🎨 **Rich Models One-click Call**: Integrate over **200 PaddlePaddle models** covering multiple key areas such as OCR, object detection, and time series forecasting into **33 pipelines**. Experience the model effects quickly through easy Python API calls. Also supports **39 modules** for easy model combination use by developers.
 
   🚀 **High Efficiency and Low barrier of entry**: Achieve model **full-process development** based on graphical interfaces and unified commands, creating **8 featured model pipelines** that combine large and small models, semi-supervised learning of large models, and multi-model fusion, greatly reducing the cost of iterating models.