diff --git a/proposals/commercial_detection_and_replacement.rst b/proposals/commercial_detection_and_replacement.rst
index 42149ed0d95b81e2309993e18393209a96dde78d..0b39e8d7b486823487000d3ac6087062cd198179 100644
--- a/proposals/commercial_detection_and_replacement.rst
+++ b/proposals/commercial_detection_and_replacement.rst
@@ -389,7 +389,7 @@ Timeline summary
+------------------------+--------------------------------------------------------------------------------------+
| August 5 - August 11 | :ref:`ACRMilestone9` |
+------------------------+--------------------------------------------------------------------------------------+
- | August 12 - August 18 | :ref:`ACRMilstone10` |
+ | August 12 - August 18 | :ref:`ACRMilestone10` |
+------------------------+--------------------------------------------------------------------------------------+
| August 19 | :ref:`ACRFinal-project-video` |
+------------------------+--------------------------------------------------------------------------------------+
@@ -450,14 +450,14 @@ Milestone #4, Transfer learning and fine-tuning ResNet architecture (June 24)
.. _ACRMilestone5:
Milestone #5, Evaluate performance metrics to choose the best-performing model (July 1)
--------------------------------------------------------------------------------------==
+---------------------------------------------------------------------------------------
- Finalize the best model:
- Save all trained models to local disk
- Evaluate performance metrics to choose the best-performing model.
-.. _ACRSubmit-midterm-evaluation:
+.. _ACRSubmit-midterm-evaluations:
Submit midterm evaluations (July 8th)
-------------------------------------------------------------------------------------