Cat Dog Classifier example #1
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This is what can be done currently for this kind of problem with brain.js version 2.0.0-beta.4. In the future another example might be created or this one updated, which would use a convolutional neural network instead of feedforward neural network.
More details are described in the cat-dog-classifier.md file.