diff --git a/README.md b/README.md
index 637551d..1b6f84e 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ MovieLens 1M 电影评分数据集包含了 6000 名用户对 4000 部电影的
 
 ## 数据集处理与预测填补: 矩阵分解
 
-![流程图][1_image_id]
+![流程图](https://static.cattom.site/img/mermaid-diagram-1746403304091.png)
 
 ## 数据初步分析
 
@@ -45,6390 +45,3 @@ MovieLens 1M 电影评分数据集包含了 6000 名用户对 4000 部电影的
 - 基于用户性别
 - 基于用户职业
 - ...
-
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