Quandl has a vast collection of free and open data collected from a variety of organizations: central banks, governments, multinational organizations and more.
Sentiment analysis. Classifies as positive or negative. Trained with multiple data sets (IMDB, Twitter etc).
You now can send images to this API to receive a very good recognition and meaning.