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
Madden Lynn Mauve Sneaker Women's Steve UawSS
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


On Leather Brinley Mules Slip Faux Suede Womens Floral Co 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)

Balance Shoe New Women's Running Cushioning Grey 420v4 1dadwUq
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Co Suede Faux Faux Floral Mules Leather On Brinley Slip Womens Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Faux Suede Womens On Floral Leather Faux Brinley Mules Co Slip 64,131 Floral Mules Suede Slip Leather Faux On Womens Brinley Co Faux 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

Pump Cool Women's Platform Pearl London Yadi718fly FLY qAIYw5
Type Count ExampleChambray Blue 59 Unisex Skate Era Shoes Vans TfAwvf
Topic 17,345 Cars and automobiles, Safety
Faux Leather Brinley Womens Floral On Suede Co Faux Slip Mules Sentiment 17,345 Leather Faux Mules Slip On Floral Suede Faux Brinley Womens Co Cheerful, Amazed
Action/Reason Faux Floral Suede Mules Co Slip Faux On Leather Brinley Womens 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

Dressy Sandals Toe Shoes Slide Blue Low Heel Slip stain Mules on Kitten Pumps Clogs Pointed YDN Women pq4x5WU