April 2020
Intermediate to advanced
380 pages
9h 24m
English
Content preview from Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter
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Creating a simple click-deploy image caption generation model
While the image caption generation model we developed in the previous section, Testing, looks good enough, it is not very good. Hence, in this section, we will be showing you a way to click-deploy a production-ready model as a Docker image, hosted on Red Hat OpenShift and created by the amazing machine learning experts at IBM.
This is a very common practice to use microservices for such small and dedicated actions that are performed on any website and, hence, we will be treating this image caption service as a microservice.
The image we will be using is the MAX Image Caption Generator model developed by IBM. It is based on the im2txt model's code, hosted on GitHub as an openly ...
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