[davidaustin]

I'll second vScourge: setting the exposure manually is key. There is a lot of variability when using the auto exposure mode, which makes it difficult to isolate the appropriate HSV ranges. We set our exposure to some very small value, like 5, and started seeing very reliable results.

We use a Logitech C615 and the NI Vision libraries since we weren't able to set the exposure using opencv.