diff --git a/README.md b/README.md
index ad4ff97..5453e9c 100644
--- a/README.md
+++ b/README.md
@@ -20,3 +20,21 @@ config = get_config()
 config = your_custom_config_class
 
 ```
+
+### Inferencing
+Follow once you finish converting it to a `saved_model` using the above code
+
+#### Tensorflow Model Server with GRPC
+
+1. First run your `saved_model.pb` in Tensorflow Model Server, using:
+    ```bash
+    tensorflow_model_server --port=8500 --model_name=mask --model_base_path=/path/to/saved_model/
+    ```
+2. Modify the variables and add your Config Class if needed in `inferencing/saved_model_config.py`. No need to change if the saved_model is the default COCO model.
+3. Then run the `inferencing/saved_model_inference.py` with the image path:
+    ```bash
+    # Set Python Path
+    export PYTHONPATH=$PYTHONPATH:$pwd
+    # Run Inference
+    python3 inferencing/saved_model_inference.py -p test_image/monalisa.jpg
+    ```
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