Before revision:  Combining recent advances in image recognition technology with geocoding and crowdsourcing techniques to build a pipeline for image-based social sensing .
After revision:  The paper presents VisualCit, a pipeline for image-based social sensing combining recent advances in image recognition technology with geocoding and crowdsourcing techniques to build a pipeline for image-based social sensing .