I really like the idea of "open source"-like project for training data. Such a concept would be applicable to almost any machine learning based project. Although there are academic datasets for most domains, they have their own limitations.
Often the secret sauce is not the algorithms themselves, but the availability of (massive/broad) training data.
Often the secret sauce is not the algorithms themselves, but the availability of (massive/broad) training data.