The system for segmentation and search by similar clothes for the Lamoda online store

Search for similar images

Lamoda — the largest online store in Russia and the CIS.

Customer

Recognize what type of clothing — for example, shirt or jacket — is worn on the model

Be able to search for clothes by similar images

Solution

We have developed two tools:

the first one allows to segment the details of clothing in the images

the second one searches for similar images on the Internet

Tasks

01/

How does the model distinguish between segments

Step 01

We have collected and analyzed data for projects

Step 02

We developed the model for clothing segmentation and handed it to the client

Step 01

We have collected and analyzed data for projects

Step 02

We made an API for searching for similar images and implemented it

Development process

02/

We worked concurrently on on two tools.

Development time

03/

1 month

Interesting fact

Blouses, shirts and T-shirts are very similar, especially if they are under the cardigan. In order to make the model work more accurately, much more data is needed.

Alexey Guchko

Project Manager

Developer

Vyacheslav Shultz

Team Lead

Vladislav Vinogradov

Project team

04/

Implementation

So far, the search tool for similar images works only for internal use.

We have made a convenient markup system that can now be used in other projects.

In this project, we used transfor-mation models for images for the first time.

What we have learned

05/

Contact us