diff --git a/README.md b/README.md
index eaef31c9..00e98a6b 100644
--- a/README.md
+++ b/README.md
@@ -112,6 +112,8 @@ Major features:
    - Provides rich components and strategies.
    - Complete controls on the training process with different levels of APIs.
 
+![mmengine_dataflow](https://github.com/open-mmlab/mmengine/assets/58739961/267db9cb-72e4-4af2-a58b-877b30091acc)
+
 ## Installation
 
 Before installing MMEngine, please ensure that PyTorch has been successfully installed following the [official guide](https://pytorch.org/get-started/locally/).
diff --git a/README_zh-CN.md b/README_zh-CN.md
index cac94f9f..7f524047 100644
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -113,6 +113,8 @@ MMEngine 是一个基于 PyTorch 实现的，用于训练深度学习模型的
    - 提供了丰富的组件和策略。
    - 使用不同等级的 API 控制训练过程。
 
+![mmengine_dataflow](https://github.com/open-mmlab/mmengine/assets/58739961/267db9cb-72e4-4af2-a58b-877b30091acc)
+
 ## 安装
 
 在安装 MMEngine 之前，请确保 PyTorch 已成功安装在环境中，可以参考 [PyTorch 官方安装文档](https://pytorch.org/get-started/locally/)。