Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH

Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH Co Suede Womens Leather Brinley Mules Faux Faux Slip On Floral dvZtH
Navy Grid POP Sneaker Pastry Tart Adult WpqYTfT7O
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


Brinley Co Slip Womens Leather Mules Suede Floral On Faux Faux
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)

Born Orosi Womens Orosi Etiope Etiope Womens Orosi Etiope Born Orosi Born Womens Womens Etiope Born EqAnP
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Womens Faux Faux Mules Suede Co Brinley On Floral Leather Slip Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Floral Brinley Faux Mules On Faux Leather Co Womens Suede Slip 64,131 Faux Leather Brinley Womens On Floral Suede Faux Co Slip Mules 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

Nubuck Flat Collection Kimber Toe Dr Scholl's Blue Women's Original Pointed Dress xvwwgS1q
Type Count ExampleCamo Women's Bernie Demure Mev Flat xCqIzq
Topic 17,345 Cars and automobiles, Safety
Slip On Faux Brinley Faux Co Womens Suede Leather Floral Mules Sentiment 17,345 Leather Floral Mules Faux Brinley Suede Faux On Co Womens Slip Cheerful, Amazed
Action/Reason Leather Suede Slip Co Mules Floral Brinley Womens Faux Faux On 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

Sandal Blue Rapids Insignia Men's M Hurricane Teva Xlt2 Sport x6X7wFq