October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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Comparison of MobileNet versions
In both of our models, we use different versions of MobileNet models. MobileNet V2 is mostly a updated version of V1 that makes it even more efficient and powerful in terms of performance. We will see a few factor between both the models:
The picture above shows the numbers from MobileNet V1 and V2 belong to the model versions with 1.0 depth multiplier. It is better, if the numbers are lower in this table. By seeing the results we can assume that V2 is almost twice as fast as V1 model. On a mobile device when memory access is limited than the computational capability V2 works very well.
MACs—multiply-accumulate ...
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