December 2018
Intermediate to advanced
274 pages
7h 46m
English
Content preview from Machine Learning for Mobile
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Third-party mobile ML SDK providers
As we have seen in this book, there are various SDKs available that will help programmers create mobile ML programs:
- TensorFlow Lite
- Caffe2Go
- Core ML
- ML Kit
- Fritz
We have gone through the high-level architecture of these SDKs and also written sample mobile ML applications using each of the preceding SDKs in this book.
There are opportunities for all in the following areas of mobile ML technology enablement:
- Just like hybrid mobile application development, there can be way for hybrid ML model development that could employ a common language to develop these ML models
- There are many issues in terms of model deployment and upgrading of the deployed live ML models in the field
- There are many things to improve ...
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