https://github.com/sandonair007/siamese_network_on_omniglot

Implementation of Siamese Network using MXNet/Gluon
https://github.com/sandonair007/siamese_network_on_omniglot

mxnet-notebooks one-shot-learning

Last synced: 2 months ago
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Implementation of Siamese Network using MXNet/Gluon

• Host: GitHub
• URL: https://github.com/sandonair007/siamese_network_on_omniglot
• Owner: sandonair007
• License: mit
• Created: 2017-11-16T04:34:00.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2018-05-18T07:58:50.000Z (over 6 years ago)
• Last Synced: 2024-05-22T04:19:31.511Z (8 months ago)
• Topics: mxnet-notebooks, one-shot-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 33.2 KB
• Stars: 10
• Watchers: 1
• Forks: 1
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-MXNet - siamese_network_on_omniglot(Gluon:star:)

README

        
# Siamese Network on Omniglot

This is a repository consisting of a naive implementation of Siamese Network using [MXNet](https://mxnet.incubator.apache.org/versions/master/) and the nice interface [Gluon](http://gluon.mxnet.io/), and the dataset used here is [Omniglot](https://github.com/brendenlake/omniglot).

For the details about **Siamese Network**, please refer to paper [Siamese Neural Networks for One-shot Image Recognition, by Koch et al.](https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf).

Thanks to Soren Bouma's inspiring [post](https://sorenbouma.github.io/blog/oneshot/).

If you have any questions, don't hesitate to submit an issue.