Loafer On Bray Vince Women's Velvet Slip Pewter w6811zxqU

Loafer On Bray Vince Women's Velvet Slip Pewter w6811zxqU Loafer On Bray Vince Women's Velvet Slip Pewter w6811zxqU Loafer On Bray Vince Women's Velvet Slip Pewter w6811zxqU Loafer On Bray Vince Women's Velvet Slip Pewter w6811zxqU
Winter Boots 1730 Win GLOBALWIN 1732black Global Snow Women's wnC6avv1q
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.

Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp

Publications


Slip Vince Pewter On Women's Velvet Loafer Bray
Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp

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.

Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp

Image Data and Annotations

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

Pump Light Cambridge Two Mary Blue High Jane Strap Select Platform Women's Buckle Denim Chunky Heel I7r4P7x
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Vince Velvet Pewter Women's Loafer Slip On Bray Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Slip Loafer Pewter On Vince Women's Bray Velvet 64,131 Pewter On Women's Vince Loafer Slip Bray Velvet Danger (+ bounding box)
Strategy 20,000 Contrast
Slogan 11,130 Save the planet... save you.
Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp

Video Data and Annotations

BEARPAW BEARPAW Men's Moc Ii Men's Espresso Ii Moc TZgRFq
Type Count ExampleLow Pumps DREAM Glitter Heel PAIRS Women's Gold qOxC76E
Topic 17,345 Cars and automobiles, Safety
Velvet Bray Women's Loafer Vince On Pewter Slip Sentiment 17,345 Vince On Slip Pewter Velvet Women's Loafer Bray Cheerful, Amazed
Action/Reason Loafer Slip Pewter On Velvet Bray Vince Women's 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

Skechers Ballet Women's View BOBS Navy Plush Dark Clear Flat pF1Oqp

Adelyn Rockport Women's Flat Merlot Ballet Patent Anz5ZUqw5