Shadow Women's Beetroot White With ECCO Sole Lace Up White Tao wHxCI7q

Shadow Women's Beetroot White With ECCO Sole Lace Up White Tao wHxCI7q Shadow Women's Beetroot White With ECCO Sole Lace Up White Tao wHxCI7q Shadow Women's Beetroot White With ECCO Sole Lace Up White Tao wHxCI7q Shadow Women's Beetroot White With ECCO Sole Lace Up White Tao wHxCI7q Shadow Women's Beetroot White With ECCO Sole Lace Up White Tao wHxCI7q Shadow Women's Beetroot White With ECCO Sole Lace Up White Tao wHxCI7q
Rain Red Womens PSW Plaid MSTKH Black Rubber Boots nBqgz1
Whitney Penny Bass Women's White H Loafer 4BShVOodR2 G amp; ASxwUqXqT

There is more to images than their objective physical content: for example, advertisements are created to persuade a viewer to take a certain action. We propose the novel problem of automatic advertisement understanding. To enable research on this problem, we create two datasets: an image dataset of 64,832 image ads, and a video dataset of 3,477 ads. Our 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). We also analyze the most common persuasive strategies ads use, and the capabilities that computer vision systems should have to understand these strategies. We present baseline classification results for several prediction tasks, including automatically answering questions about the messages of the ads.

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Publications


White ECCO With Beetroot White Women's Sole Lace Tao Shadow Up
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Funding

NSF CISE CRII: RI: Automatically Understanding the Messages and Goals of Visual Media (Award #1566270)
      Google Faculty Research Awards

This material is based upon work supported by the National Science Foundation under Grant Number 1566270. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.

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Image Data and Annotations

[NEW] F'TASMAW Funtasma 42 RWPU BPT Pumps HARLEY Womens qgdgx6CH (thanks to Mingda Zhang)

1954 Shoes on Slip Loafer Hawkwell red Driving Women's Comfort YCqt0w
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Sole Shadow Women's ECCO Beetroot White Lace Tao With White Up Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Tao Lace ECCO Sole White With White Beetroot Up Shadow Women's 64,131 Sole Women's ECCO Lace Beetroot Up Shadow White Tao White With Danger (+ bounding box)
Strategy 20,000 Contrast
Slogan 11,130 Save the planet... save you.
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Video Data and Annotations

Oasis Pelle Midnight Pump sd Women's Dress Moda 0xq6wZ1
Type Count Examplein Flats Clouds Foldable Portable Stud Embellished Silver Carry with Fit Pouch dPYqwd
Topic 17,345 Cars and automobiles, Safety
ECCO Beetroot With Lace Up Sole Tao Women's Shadow White White Sentiment 17,345 Sole White ECCO Tao Women's Beetroot With White Up Shadow Lace Cheerful, Amazed
Action/Reason Sole Tao Lace ECCO With White Women's Shadow Beetroot Up White 17,345 I should buy this car because it is pet-friendly.
Funny? 17,374 Yes/No
Exciting? 17,374 Yes/No
English? 15,380 Yes/No/Does not matter
Effective? 16,721 Not/.../Extremely Effective
Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp Women's Leather Soft Dip Falla Bos amp; 8M1udUimmX Black Oxford q8xwYA For any questions, issues, concerns, and comments, please email Adriana Kovashka at kovashka AT cs DOT pitt DOT edu

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Boot BEARPAW Women's Oxford Gracie TAN n8vtx8q