{"url":"/dataset/image-and-video-advertisements","name":"Image and Video Advertisements","full_name":null,"description_markdown":"The **Image and Video Advertisements** collection consists of an image dataset of 64,832 image ads, and a video dataset of 3,477 ads. The data contains rich annotations encompassing the topic and sentiment of the ads, questions and answers describing what actions the viewer is prompted to take and the reasoning that the ad presents to persuade the viewer (\"What should I do according to this ad, and why should I do it? \"), and symbolic references ads make (e.g. a dove symbolizes peace). \r\n\r\nSource: [Automatic Understanding of Image and Video Advertisements](/paper/automatic-understanding-of-image-and-video)","description_withheld":null,"homepage":"http://people.cs.pitt.edu/~kovashka/ads/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/automatic-understanding-of-image-and-video","title":"Automatic Understanding of Image and Video Advertisements","first_author":"Zaeem Hussain","url":null},"license":{"name":"Unknown","url":null},"modalities":[],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"},{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Image Captioning","url":"/task/image-captioning","datasets_with_task":"/datasets/task/image-captioning"}],"languages":[],"variants":["Image and Video Advertisements"],"data_loaders":[{"repo":"https://github.com/thanhdat77/videoquestionsansweringdataset","url":"https://docs.google.com/document/d/1C76nMSNrBBqKfgqlK3zneVj10NKGy4WuN9r9Cicjlz4/edit?usp=sharing","frameworks":["tf"]}],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}