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[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
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.