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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/01/04 00:24:56 UTC

[GitHub] piiswrong commented on a change in pull request #9165: add embedding learning example

piiswrong commented on a change in pull request #9165: add embedding learning example
URL: https://github.com/apache/incubator-mxnet/pull/9165#discussion_r159559843
 
 

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 File path: example/gluon/embedding_learning/README.md
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+# Image Embedding Learning
+
+This example implements embedding learning based on a Margin-based Loss with distance weighted sampling [(Wu et al, 2017)](http://www.philkr.net/papers/2017-10-01-iccv/2017-10-01-iccv.pdf). The model obtains a validation Recall@1 of ~64% on the [Caltech-UCSD Birds-200-2011](http://www.vision.caltech.edu/visipedia/CUB-200-2011.html) dataset.
 
 Review comment:
   does performance match the original paper?

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