diff --git a/doc/paddle/tutorial/cv_case/mnist_lenet_classification/mnist_lenet_classification.rst b/doc/paddle/tutorial/cv_case/mnist_lenet_classification/mnist_lenet_classification.rst
index a30ec8807c39f3e967752cbca66d1faab08b363a..0ccce2c91e21ba91c49efd95eb9bfae803de7242 100644
--- a/doc/paddle/tutorial/cv_case/mnist_lenet_classification/mnist_lenet_classification.rst
+++ b/doc/paddle/tutorial/cv_case/mnist_lenet_classification/mnist_lenet_classification.rst
@@ -60,7 +60,7 @@ MNIST数据集使用LeNet进行图像分类
 
 
 
-.. image:: https://github.com/PaddlePaddle/FluidDoc/blob/develop/doc/paddle/tutorial/cv_case/image_segmentation/mnist_lenet_classification_files/mnist_lenet_classification_001.png?raw=true
+.. image:: https://github.com/PaddlePaddle/FluidDoc/blob/develop/doc/paddle/tutorial/cv_case/mnist_lenet_classification/mnist_lenet_classification_files/mnist_lenet_classification_001.png?raw=true
 
 
 组网
diff --git a/doc/paddle/tutorial/quick_start/linear_regression/linear_regression.rst b/doc/paddle/tutorial/quick_start/linear_regression/linear_regression.rst
index 49c818142635095a9b860211b94bec2c050d50ed..3c75b3063bf87547ad991d3ce1f26e4dc126c58c 100644
--- a/doc/paddle/tutorial/quick_start/linear_regression/linear_regression.rst
+++ b/doc/paddle/tutorial/quick_start/linear_regression/linear_regression.rst
@@ -351,7 +351,7 @@ NOTE: 本示例教程是基于2.0beta版本开发
 
 
 
-.. image:: https://github.com/PaddlePaddle/FluidDoc/blob/develop/doc/paddle/tutorial/quick_start/linear_regression/linear_regression_files/linear_regression_001.png?raw=true
+.. image:: https://github.com/PaddlePaddle/FluidDoc/blob/develop/doc/paddle/tutorial/quick_start/linear_regression/linear_regression_files/linear_regression_006.png?raw=true
 
 
 上图可以看出，我们训练出来的模型的预测结果与真实结果是较为接近的。