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[Part 2] From deep learning papers implementation to shipping models into production

By GODARD Tuatini in deep-learning on 08 Apr 2018

While developing a product from scratch based on deep learning you always end up asking you this question: "How will I ship and maintain my deep learning models in production?". Given you are a data scientist or a deep learning researcher, maintaining deployed products is by far the…

[Part 1] From deep learning papers implementation to shipping models into production

By GODARD Tuatini in deep-learning on 29 Mar 2018

If you are a data scientist or a deep learning researcher, maintaining deployed products is by far the less exciting part of the process. In this guide, I'll show you how I managed to ship my image super-resolution project with minimal devops and maintenance.…

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deep-learning: 6 pytorch: 3 unix-sysadmin: 2 paper: 2 android: 1 memory-leak: 1 tensorflow: 1 poadcast: 1 superdatascience: 1 author: 0 freelance: 0
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