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Learn ARCore - Fundamentals of Google ARCore
book

Learn ARCore - Fundamentals of Google ARCore

by Micheal Lanham
March 2018
Beginner
274 pages
6h 1m
English
Packt Publishing
Content preview from Learn ARCore - Fundamentals of Google ARCore

Backward propagation explained

In this example, we are pretraining our model (supervised learning) to a simple function described by a set of inputs (1.0, 0.1, 0) and expected outputs of (0, 1.0, 1.0), which is represented by the graph/chart we saw earlier. In essence, we want our neural net to learn the function defined by those points and be able to output those results. We do this by calling net.Train, passing in datasets and the minimum expected error. This trains the network by backward propagating the error through each neuron of the network until a minimum error can be reached. Then, the training stops and the network declares itself ready.

Backward propagation works using a simple iterative optimization algorithm called gradient descent ...

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Publisher Resources

ISBN: 9781788830409