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Go to this thread below and grill yourself with these 34 questions. http://news.ycombinator.com/item?id=3896121

You perhaps will find yourself where you are in the application. By the way, the idea is cool. But does your algorithms advanced enough to distinguish between items that can be bought (commercials) compared to those can't (human face, nature photographs etc to example a few)?

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Thanks for your reply. Yes, the algorithm would match against product images, so most likely faces and nature photographs wouldn't match any images in our product database.

Here is an example of what the ads would look like on our site dump.ly:

http://dump.ly/y3uyGE2hpn2j

There's no link to buy Scarlett Johansson.

Yeah, if only...

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