Image Data Preprocessing
- similar to gradient descent data preprocessing for images
Image Data Preprocessing - Types
Consider the CIFAR-10 example with [32,32,3] images:
- subtract the mean image - (mean image = [32,32,3] array)
- subtract per-channel mean - (mean along each channel = 3 numbers)
Image Data Preprocessing - Use Cases
- used in convolutional neural networks