diff --git a/requirements.txt b/requirements.txt
index 502a993..8e6cef9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,6 +2,6 @@ cython>=0.29
 numpy==1.16.4
 easydict>=1.9,<=1.10
 opencv-python>=3.4,<3.5
-tensorflow==2.3.1
+tensorflow==2.11.1
 tensorlayer==2.2.3
 pycocotools==2.0.0  # must be installed after cython and numpy are installed
diff --git a/setup.py b/setup.py
index d62c013..9d23e95 100644
--- a/setup.py
+++ b/setup.py
@@ -12,7 +12,7 @@
         "numpy==1.16.4",
         "easydict>=1.9,<=1.10",
         "opencv-python>=3.4,<3.5",
-        "tensorflow==2.3.1",
+        "tensorflow==2.11.1",
         "tensorlayer==2.2.3",
         "pycocotools"
     ],