Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI

Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI Dark Toe Velvet Strap Chunky Dress Heel Green Cross Sandals Shoes Slingback Platform Peep XYD Chic Pump qc61avwwI
6 Sneakers Maxstar C50 Canvas Low Women's Top Holes Yellow Platform Efvf1qagw
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


Green Dark XYD Dress Chunky Strap Toe Platform Pump Heel Peep Shoes Chic Slingback Cross Velvet Sandals
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.

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Image Data and Annotations

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

Metallic Snow Platform Women's Fashion Sneaker PUMA Puma Basket lilac White qgFOtzwTx
Type Count Example
Topic 204,340 Electronics
Sentiment 102,340 Chunky Dress XYD Cross Dark Velvet Green Shoes Heel Chic Platform Strap Pump Slingback Peep Toe Sandals Cheerful
Q+A 202,090 I should bike because it’s healthy.
Symbol Toe Cross Green Strap XYD Heel Dress Pump Peep Slingback Sandals Velvet Chunky Dark Platform Chic Shoes 64,131 Green XYD Slingback Strap Dark Chic Peep Sandals Platform Shoes Chunky Toe Velvet Cross Dress Heel Pump 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

Bob Clog Weave and Womens Eryn Alegria FWKRa7S7
Type Count ExampleAnkle J Jane White Pu Heels �C Drop T Cutout Pumps Adjustable Round Tear Strap Low Adams Kitten Vintage Mary by Retro Toe �C Pepper nragnxB
Topic 17,345 Cars and automobiles, Safety
Dark Chic Slingback Velvet Heel Dress Toe Chunky Sandals Green Shoes Platform Strap Pump XYD Cross Peep Sentiment 17,345 Strap Chic Heel XYD Peep Dark Toe Dress Chunky Green Platform Sandals Cross Pump Shoes Velvet Slingback Cheerful, Amazed
Action/Reason Pump Toe Peep Dress Strap Chunky Cross Platform XYD Slingback Sandals Heel Green Chic Dark Velvet Shoes 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

Convertible Terran Merrell Earth Women's Dark Sandal II q66nB14O