diff --git a/requirements.txt b/requirements.txt
index 6d7faf64b..f1e96f658 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -14,7 +14,7 @@ pytest
 scikit-image==0.18.3
 scipy==1.7.1
 shapely==1.6.4
-tensorflow-gpu==2.5.1
+tensorflow-gpu==2.12.0
 torch==1.4.0
 torchvision==0.5.0
 ##### Tracking dependencies #####
diff --git a/setup.py b/setup.py
index a64abcf1a..7c4e6bc52 100644
--- a/setup.py
+++ b/setup.py
@@ -27,7 +27,7 @@
         "scikit-image==0.18.3",
         "scipy==1.7.1",
         "shapely==1.6.4",
-        "tensorflow-gpu==2.5.1",
+        "tensorflow-gpu==2.12.0",
         "torch==1.4.0",
         "torchvision==0.5.0",
         ##### Tracking dependencies #####