update readme

amiralansary · Apr 27, 2018 · f2547b2 · f2547b2
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diff --git a/examples/AutomaticViewPlanning/DQN/README.md b/examples/AutomaticViewPlanning/DQN/README.md
@@ -13,10 +13,12 @@ environment and mimicking experienced operators' navigation steps.
 ---
 ## Results
 
-* Detecting the 4-chamber plane in short-axis cardiac MRI acquisition [(HQ video)](videos/brain_acpc.mp4)
+Here are few examples of the learned agent for plane detection on unseen data:
+
+* Detecting the 4-chamber plane in short-axis cardiac MRI acquisition [(HQ video)](videos/cardiac_4ch.mp4)
 
 <p align="center">
-[<img src="./images/cardiac_4ch.gif" width="400">](videos/cardiac_4ch.mp4)
+<img src="./images/cardiac_4ch.gif" width="400">
 </p>
 
 * Detecting the axial plane containing the anterior and posterior commissure (ACPC) line in adult brain MRI acquisition [(HQ video)](videos/brain_acpc.mp4)

diff --git a/examples/LandmarkDetection/DQN/README.md b/examples/LandmarkDetection/DQN/README.md
@@ -9,7 +9,7 @@ Automatic detection of anatomical landmarks is an important step for a wide rang
 
 ---
 ## Results
-Here are few examples for the learned agent for landmark detection on unseen data:
+Here are few examples of the learned agent for landmark detection on unseen data:
 
 * Detecting the apex point in short-axis cardiac MRI [(HQ video)](videos/cardiac_apex.mp4)
 <p align="center">