If anyone had machine learning startup ideas that _would_ implement themselves, Eliezer Yudkowsky would probably be interested.
Tangentially, there seem to be a lot of computer vision startups--there's a company called Cortexica with an unreleased iPhone wine label identifier, and Evernote's nonpareil handwriting recognition makes me wish its algorithm were open; open-source alternatives seem to focus only on printed text.