November 2019
Intermediate to advanced
296 pages
7h 52m
English
Content preview from Hands-On Machine Learning with TensorFlow.js
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Compatibility with TensorFlow
TensorFlow is definitely one of the most popular machine learning frameworks out there. Quite a few libraries and ecosystems have been designed to cooperate with TensorFlow so that we can reuse the model that's been trained by TensorFlow in other frameworks and vice versa.
Of course, TensorFlow.js has an API set that's compatible with TensorFlow and pretrained models. The TensorFlow community already provides numerous pretrained models, including those that have been a part of cutting-edge research. TensorFlow.js can make use of these resources by converting the model's format into a JSON file that can be read by TensorFlow.js. We will learn how to import a pretrained model into TensorFlow.js in the next chapter. ...
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