Skip to content

c1ph3rr/similarity-search-for-fashion

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Similarity Search

Dataset

MVC dataset for cloth retrieval.

  • Xception network was fine tuned and trained on the MVC dataset.
  • The last Dense layer was removed and the GlobalAveragePooling layer was used as feature extractor.
  • L2 distance is calculated between the search image and all the images in the dataset and the top 4 indices are retrieved.

Result

alt text alt text

alt text alt text

alt text alt text

About

Similarity search for fashion images

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published