October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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Fully connected layer
In this layer, the higher-level layers are taken as the inputs, and the outputs will be votes. For example, we are going to decide whether the given input image contains the letter a or b. In this step, the inputs are treated as a list, instead of a two-dimensional array. The following diagram shows an example of a fully connected layer:
Every value in the list gets its vote to decide whether the given input contains the letter a or b. Some values will help us to discover whether the given input contains letter a, and some values will help us to identify that it contains letter b. These specific values will get better ...
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