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With an i7 and 8 GB of RAM, you could just stick with Windows. What would you be looking to gain by going to Linux? OpenCV will work virtually identically on both platforms.

That being said, you could run into issues with camera interfacing. If you have drivers for one OS and not the other, that could make the choice for you!