Text and visual sentiment from social media

The objective for this toolkit is predicting intended (the publisher's) and viewer sentiments of social multimedia.

Challenges:

  • Object-based affective concepts in images need to be localized
  • Affective concepts are subjective, ambiguous and overlapping

Solution and results for publisher's sentiment:

Solution and results for viewer's sentiment: