diff --git a/README.md b/README.md
index 355b90cc681cab1124be9954c5fb031b50addcaf..c5b1364e59525e51302ccd49cab6873767230ffe 100644
--- a/README.md
+++ b/README.md
@@ -15,9 +15,9 @@ Library main functionality:
 
 * Multi-person 15 or **18-key-point body pose** estimation and rendering.
 
-* Multi-person **2x21-key-point hand** estimation and rendering (coming soon in ~1 month!).
+* Multi-person **2x21-key-point hand** estimation and rendering (coming soon in around 1-2 months!).
 
-* Multi-person **70-key-point face** estimation and rendering (coming soon in ~1.5 months!).
+* Multi-person **70-key-point face** estimation and rendering (coming soon in around 2-3 months!).
 
 * Flexible and easy-to-configure **multi-threading** module.
 
@@ -34,31 +34,30 @@ The pose estimation work is based on the C++ code from [C++ real-time ECCV 2016
 
 
 ## Results
-### Body Estimation
 
+### Body Estimation
 <p align="center">
-    <img src="doc/media/dance.gif", width="720">
+    <img src="doc/media/dance.gif", width="480">
 </p>
 
 ## Coming Soon (But Already Working!)
-### Body + Hands
 
+### Body + Hands + Face Estimation
 <p align="center">
-    <img src="doc/media/pose_hands.gif", width="720">
+    <img src="doc/media/pose_face_hands.gif", width="480">
 </p>
 
 ### Body + Face Estimation
 <p align="center">
-    <img src="doc/media/pose_face.gif", width="720">
+    <img src="doc/media/pose_face.gif", width="480">
 </p>
 
-### Body + Hands + Face Estimation
+### Body + Hands
 <p align="center">
-    <img src="doc/media/pose_face_hands.gif", width="720">
+    <img src="doc/media/pose_hands.gif", width="480">
 </p>
 
 
-
 ## Contents
 1. [Installation](#installation)
 2. [Quick Start](#quick-start)
diff --git a/doc/installation.md b/doc/installation.md
index 2e07ec464941b8aca9bb14aa6c650e9dd14f7fd2..3947826434d742c3c55e3e0659e0528b1bb691aa 100644
--- a/doc/installation.md
+++ b/doc/installation.md
@@ -3,7 +3,7 @@ OpenPose Library - Compilation and Installation
 
 ## Requirements
 - Ubuntu (tested on 14 and 16)
-- GPU with at least 2 GB and 1.5 GB available (the `nvidia-smi` command checks the available GPU memory in Ubuntu).
+- GPU with **cuDNN installed** and at least 2 GB and 1.5 GB available (the `nvidia-smi` command checks the available GPU memory in Ubuntu).
 - At least 2 GB of free RAM memory.
 - Highly recommended: A CPU with at least 8 cores.