© Brett Koonce 2021
B. KoonceConvolutional Neural Networks with Swift for Tensorflowhttps://doi.org/10.1007/978-1-4842-6168-2_12

12. Bag of Tricks

Brett Koonce1  
(1)
Jefferson, MO, USA
 

In this chapter, we will look at how we can modify our original ResNet 50 network to achieve nearly as accurate of results as EfficientNet by combining many different approaches.

So, you’ve made it this far. We’ve gone from the very basics of using neural networks to perform image recognition to the current state of the art in this field. Allow me now to offer some qualifications on my approach. First, I’ve sort of clear-cut a very direct path through this field with the goal of making the early stages as simple as possible for somebody new. In the process, I’ve skipped ...

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