diff --git a/README.md b/README.md
index 6e145a0..d433746 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,34 @@
 
 毕业设计：基于YOLO和图像融合技术的无人机检测系统及安全性研究
 
-Linux 运行训练
+Linux 运行联邦训练
 ```bash
-nohup python -u yolov8_fed.py >> runtime.log 2>&1 &
+cd federated_learning
+```
+
+```bash
+nohup python -u yolov8_fed.py > runtime.log 2>&1 &
+```
+
+Linux 运行集中训练
+```bash
+cd yolov8
+```
+
+```bash
+nohup python -u yolov8_train.py > runtime.log 2>&1 &
+```
+
+实时监控日志文件
+```bash
+tail -f runtime.log
+```
+
+运行图像融合配准代码
+```bash
+cd image_fusion
+```
+
+```bash
+python Image_Registration_test.py
 ```
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