Have you thought of using a metric learning approach in your deep learning application? If not, this is an approach you may find useful, especially if your deployed model will encounter unseen classes of data.

With the release of pytorch-metric-learning, it’s easier than ever to give metric learning a try!

Samples from the CUB200 dataset, a commonly-used metric learning benchmark

What is Metric Learning?

Kevin Musgrave

Computer science PhD student @ Cornell University (Cornell Tech). KevinMusgrave.com https://github.com/KevinMusgrave

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