Skip to main content

Blog

Learn About Our Meetup

5000+ Members

MEETUPS

LEARN, CONNECT, SHARE

Join our meetup, learn, connect, share, and get to know your Toronto AI community. 

JOB POSTINGS

INDEED POSTINGS

Browse through the latest deep learning, ai, machine learning postings from Indeed for the GTA.

CONTACT

CONNECT WITH US

Are you looking to sponsor space, be a speaker, or volunteer, feel free to give us a shout.

[R] Triplet loss for image retrieval

[R] Triplet loss for image retrieval

Hi, there!

This is an example of image retrieval based on MNIST and fashion-MNIST!

After learning by using typical triplet loss (a type of metric loss), we checked the retrieval results for the query image.

Despite simple learning, the results show fairly accurate retrieval results.

We have also shown the embedding space for the learned network in various ways.

If you are interested in doing research or metric learning, you might want to refer to it.

https://github.com/kdhht2334/Triplet_loss_for_image_retrieval

Image retrieval result 1

Image retrieval result 2

Visualization of embedding space

submitted by /u/kdhht2334
[link] [comments]