I'd get excited about image search technology if it could identify components of pictures (e.g. a red house, an angry cat, etc). This means that when I search for "happy family at beach" the search would actually look at the db of pics to find a) a family b) a beach and c) indications of happiness. That'd drastically cut my image search time down.

Text tags on images have a limit to the accuracy of the results.