[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.…