diff --git a/paddlex/cv/transforms/cls_transforms.py b/paddlex/cv/transforms/cls_transforms.py
index 6dc4ea7b95d876ae896c77395ab155bec1727a8a..3b2ff789f280d1006c55bf8a0ed8ab4e5ebd5967 100644
--- a/paddlex/cv/transforms/cls_transforms.py
+++ b/paddlex/cv/transforms/cls_transforms.py
@@ -96,7 +96,7 @@ class Compose(ClsTransform):
         if not isinstance(augmenters, list):
             raise Exception(
                 "augmenters should be list type in func add_augmenters()")
-        self.transforms = augmenters + self.transforms.transforms
+        self.transforms = augmenters + self.transforms
 
 
 class RandomCrop(ClsTransform):
diff --git a/paddlex/cv/transforms/det_transforms.py b/paddlex/cv/transforms/det_transforms.py
index 19db33173b87b7cc20b87054cfbc1241176abc58..841a980ecd621cc8d1ac494f41e8bebf1d40c8f7 100644
--- a/paddlex/cv/transforms/det_transforms.py
+++ b/paddlex/cv/transforms/det_transforms.py
@@ -156,7 +156,7 @@ class Compose(DetTransform):
         if not isinstance(augmenters, list):
             raise Exception(
                 "augmenters should be list type in func add_augmenters()")
-        self.transforms = augmenters + self.transforms.transforms
+        self.transforms = augmenters + self.transforms
 
 
 class ResizeByShort(DetTransform):
diff --git a/paddlex/cv/transforms/seg_transforms.py b/paddlex/cv/transforms/seg_transforms.py
index 516d5fb14fddee90e38b716ccaf4091558c300a8..34ba681b5be197549ce680e8bd762e2cab06f00b 100644
--- a/paddlex/cv/transforms/seg_transforms.py
+++ b/paddlex/cv/transforms/seg_transforms.py
@@ -112,7 +112,7 @@ class Compose(SegTransform):
         if not isinstance(augmenters, list):
             raise Exception(
                 "augmenters should be list type in func add_augmenters()")
-        self.transforms = augmenters + self.transforms.transforms
+        self.transforms = augmenters + self.transforms
 
 
 class RandomHorizontalFlip(SegTransform):