October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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Architecture
MobileNet is a smaller, low-power, low-latency model designed to meet the constraints of mobile devices. In our application, we have picked the following architecture from the MobileNet datasets, which has a better accuracy benchmark:
--architecture="mobilenet_1.0_224"
The power and latency of the network grows with the number of Multiply-Accumulates (MACs), which measure the number of fused multiplication and addition operations:
You can download the models from the following link: https://github.com/tensorflow/models/blob/master/research/slim/nets/mobilenet_v1.md.
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