Understanding the 1,000 words of a pictureHelix summarizes an image with the following: sentiment of the image, sentiment of faces present in the image (if any), and a text label for the image. These features can be used by researchers for image coding, categorization and summarization tasks on a large scale, which are currently carried out manually through human annotation.