DIY Screen printed bottles?

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I thought it might be fun to do a small run of bottles using one of the screen printing kits available.

I'm wondering if anyone has any experience with this. I'd just be doing one color, or maybe a color over a mask.

Something like this is what I had in mnd...

http://www.sunsilkscreens.com/