Where to Buy It: Matching Street Clothing Photos in Online Shops

author: Tamara L. Berg, Department of Computer Science, University of North Carolina at Chapel Hill
published: Feb. 10, 2016,   recorded: December 2015,   views: 2795
Categories

Related Open Educational Resources

Related content

Report a problem or upload files

If you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
Lecture popularity: You need to login to cast your vote.
  Bibliography

Description

In this paper, we define a new task, Exact Street to Shop, where our goal is to match a real-world example of a garment item to the same item in an online shop. This is an extremely challenging task due to visual differences between street photos (pictures of people wearing clothing in everyday uncontrolled settings) and online shop photos (pictures of clothing items on people, mannequins, or in isolation, captured by professionals in more controlled settings). We collect a new dataset for this application containing 404,683 shop photos collected from 25 different online retailers and 20,357 street photos, providing a total of 39,479 clothing item matches between street and shop photos. We develop three different methods for Exact Street to Shop retrieval, including two deep learning baseline methods, and a method to learn a similarity measure between the street and shop domains. Experiments demonstrate that our learned similarity significantly outperforms our baselines that use existing deep learning based representations.

Link this page

Would you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !

Reviews and comments:

Comment1 FitBoy, May 26, 2021 at noon:

No outfit is complete without a few accessories to dress it up a little. That's why we've got Lil Peep caps and beanies for you! These embroidered beanie at https://lilpeepmerch.net/product-cate... are easy to match and wear for any occasion, whether it's a concert, a casual get-together with friends, a relaxing day at home, or a night out clubbing. Hats and beanies can be used as a statement piece; simply including this item in your attire can help you take it to the next level. As a result, you can not only exhibit your enthusiasm for modern fashion, but also your affection for your favorite singer, Lil Peep.


Comment2 juicewrldmerchandise, August 12, 2021 at 1:29 p.m.:

A little accessorizing can dress up any outfit. You can wear Lil Peep caps and beanies everywhere! Check out these embroidered beanie at https://juicewrldmerchandise.net/. No matter the occasion, these pieces combine well with any outfit, whether it's a concert, a party with your friends, a quiet day at home, or a night out clubbing. Simply including a hat or beanie in your attire can help you achieve the desired effect. As a result, your love for Lil Peep can be expressed not only through your enthusiasm for modern fashion, but also your admiration for his music.


Comment3 Berthold Paul, August 12, 2021 at 5:17 p.m.:

The perfect outfit does not have an accessory to dress it up a bit. This is why we offer NF Classic Hoodies! Check out this NF 3D Art Perception Hoodie at https://nfmerch.net/category/hoodies/ . Stylish and versatile, these shoes go with almost anything, whether they're worn during a concert, a day around the home, or a night out on the town. A hoodie can be used as a statement piece; simply including this item in your attire can elevate your look. You can therefore express both your passion for fashion, as well as your love for NF.


Comment4 Mortimer Jones, August 17, 2021 at 7:24 p.m.:

These NBA Youngboy jackets are made up of full care and love. Each thread that is being used in the NBA Youngboy jacket is used carefully in the process of making these NBA Youngboy jackets. These classic nba youngboy jackets at https://nbayoungboymerch.net/ are so stylish and unique. NBA Youngboy jackets contain pictures of NBA young boys and some sayings which help these jackets to be cooler and breathtaking.

Write your own review or comment:

make sure you have javascript enabled or clear this field: