November 2019
Intermediate to advanced
296 pages
7h 52m
English
Content preview from Hands-On Machine Learning with TensorFlow.js
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The TensorFlow Hub module
tfjs-converter is also able to recognize the TensorFlow Hub module. TensorFlow Hub is a library to discover the reusable part of machine learning models. We may regard TensorFlow Hub as the central repository of the machine learning model so that we can share our pretrained model with researchers or developers around the world. Converting the model using tfjs-converter from TensorFlow Hub means we can use the model published on the internet directly. For example, you can make the web format of the pretrained MobileNetV1 as follows. It is necessary to specify tf_hub as an input format option:
$ tensorflowjs_converter \
--input_format=tf_hub \
'https://tfhub.dev/google/imagenet/mobilenet_v1_100_224/classification/1 ...Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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