diff --git a/README.md b/README.md
index 5a7c047ee1de4ece414217f02d1b14e84ec3c5c1..3c578a5ce523bef480dc0aa9eab496e42f5db7f0 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-<img src="labelme/icons/icon.png" align="right" />
+<img src="https://github.com/wkentaro/labelme/blob/master/labelme/icons/icon.png" align="right" />
 
 # labelme: Image Polygonal Annotation with Python
 
@@ -11,7 +11,7 @@ Labelme is a graphical image annotation tool inspired by <http://labelme.csail.m
 It is written in Python and uses Qt for its graphical interface,  
 and supports annotations for semantic and instance segmentation.
 
-<img src="examples/instance_segmentation/.readme/annotation.jpg" width="80%" />  
+<img src="https://github.com/wkentaro/labelme/blob/master/examples/instance_segmentation/.readme/annotation.jpg" width="80%" />  
 Fig 1. Example of annotations for instance segmentation.
 
 
@@ -113,22 +113,22 @@ labelme data_annotated/ --labels labels.txt  # specify label list with a file
 
 For more advanced usage, please refer to the examples:
 
-* [Tutorial (Single Image Example)](examples/tutorial)
-* [Semantic Segmentation Example](examples/semantic_segmentation)
-* [Instance Segmentation Example](examples/instance_segmentation)
+* [Tutorial (Single Image Example)](https://github.com/wkentaro/labelme/blob/master/examples/tutorial)
+* [Semantic Segmentation Example](https://github.com/wkentaro/labelme/blob/master/examples/semantic_segmentation)
+* [Instance Segmentation Example](https://github.com/wkentaro/labelme/blob/master/examples/instance_segmentation)
 
 
 ## FAQ
 
-- **How to convert JSON file to numpy array?** See [examples/tutorial](examples/tutorial).
-- **How to load label.png generated by labelme_json_to_dataset?** See [examples/tutorial](examples/tutorial).
-- **How to get annotations for semantic segmentation?** See [examples/semantic_segmentation](examples/semantic_segmentation).
-- **How to get annotations for instance segmentation?** See [examples/instance_segmentation](examples/instance_segmentation).
+- **How to convert JSON file to numpy array?** See [examples/tutorial](https://github.com/wkentaro/labelme/blob/master/examples/tutorial).
+- **How to load label.png generated by labelme_json_to_dataset?** See [examples/tutorial](https://github.com/wkentaro/labelme/blob/master/examples/tutorial).
+- **How to get annotations for semantic segmentation?** See [examples/semantic_segmentation](https://github.com/wkentaro/labelme/blob/master/examples/semantic_segmentation).
+- **How to get annotations for instance segmentation?** See [examples/instance_segmentation](https://github.com/wkentaro/labelme/blob/master/examples/instance_segmentation).
 
 
 ## Screencast
 
-<img src=".readme/screencast.gif" width="70%"/>
+<img src="https://github.com/wkentaro/labelme/blob/master/.readme/screencast.gif" width="70%"/>
 
 
 ## Testing