Best Practices for Preparing & Augmenting Images for Convolutional Neural Networks

Best Practices for Preparing and Augmenting Image Data for Convolutional Neural Networks

Here’s an interesting tutorial on prepping image data for CNNs.

It is challenging to know how to best prepare image data when training a convolutional neural network. This involves both scaling the pixel values and use of augmentation techniques during both the training and evaluation of the model. Instead of testing a wide range of options, a useful shortcut […]


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