diff --git a/application-code/container-queue-proc/src/app.py b/application-code/container-queue-proc/src/app.py
index 94e86cc1..d2191559 100644
--- a/application-code/container-queue-proc/src/app.py
+++ b/application-code/container-queue-proc/src/app.py
@@ -115,10 +115,11 @@ def resize_image(image_path, resized_path):
 def usage_demo():
     """
     Shows how to:
-    * Read the lines from this Python file and send the lines in
-      batches of 10 as messages to a queue.
-    * Receive the messages in batches until the queue is empty.
-    * Reassemble the lines of the file and verify they match the original file.
+    * Retrieve object metadata from the SQS queue that holds notifications from the source S3 bucket.
+    * Download each image from the source S3 bucket.
+    * Resize each image into a standard 224x224 format.
+    * Upload each resized image to the destination S3 bucket.
+    * Repeat until the SQS queue is empty.
     """
 
     def unpack_message(msg):
diff --git a/terraform/fargate-examples/queue-processing/README.md b/terraform/fargate-examples/queue-processing/README.md
index 6b157d97..72c9d1a0 100644
--- a/terraform/fargate-examples/queue-processing/README.md
+++ b/terraform/fargate-examples/queue-processing/README.md
@@ -27,7 +27,7 @@ terraform apply -auto-approve
 ```bash
 aws s3 cp . s3://ecsdemo-queue-proc-source-xx-xxx-xxx-xx/ecsproc --recursive
 ```
-* Check the SQS queue for the notificatiosn from the S3 bucket file upload, check CloudWatch Container Insights to see the task count increase from the Lambda run_task invocation, and check destination S3 bucket for resizes images.
+* Check the SQS queue for the notifications from the S3 bucket file upload, check CloudWatch Container Insights to see the task count increase from the Lambda run_task invocation, and check destination S3 bucket for resizes images.
 
 ## Blueprint Architecture