diff --git a/deployments/tensorflow-serving/README.md b/deployments/tensorflow-serving/README.md
index d4f4e22..f01689f 100644
--- a/deployments/tensorflow-serving/README.md
+++ b/deployments/tensorflow-serving/README.md
@@ -3,13 +3,13 @@
 Tensorflow serving image could be pulled via:
 
 ```shell
-docker pull <image_name>
+docker pull vazhega/private-detector:0.2.0
 ```
 
 Run: 
 
 ```shell
-docker run -p 8501:8501 -e MODEL_NAME=private_detector -t <image_name>
+docker run -p 8501:8501 -e MODEL_NAME=private_detector -t vazhega/private-detector:0.2.0
 ```
 
 Ports exposed:
diff --git a/private_detector/private_detector.py b/private_detector/private_detector.py
index 385f393..50c2a3d 100644
--- a/private_detector/private_detector.py
+++ b/private_detector/private_detector.py
@@ -12,7 +12,7 @@ from .utils import loss
 from .utils.efficientnet_config import EfficientNetV2Config
 from .utils.effnetv2_model import EffNetV2Model
 from .utils.tensorboard_callback import Callback
-from .utils.preprocess import pad_resize_image, preprocess_for_evaluation
+from .utils.preprocess import preprocess_for_evaluation
 
 
 class PrivateDetector():