install opencv-python using Python3 in Ubuntu 15.04

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I wish to install opencv-python via the command in Ubuntu 15.04 machine

pip3 install opencv-python

But as soon as I run this command I get the following error :

Downloading/unpacking opencv-python
Could not find any downloads that satisfy the requirement opencv-python
Cleaning up...
No distributions at all found for opencv-python
Storing debug log for failure in /home/Nadeem/.pip/pip.log

Any help would be much appreciated. Thanks!!

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