A couple of days ago I was writing an article on using different colorspaces as inputs to CNN’s and for that, I had to use a custom data generator. This meant I could not use the Tensorflow’s inbuilt Image Data Generator for image augmentation. I searched online and found some articles but could not find anything which covered the subject in its entirety so I decided I’ll do one.

Table of Contents

• Horizontal Shift
• Vertical Shift
• Brightness
• Zoom
• Channel Shift
• Horizontal Flip
• Vertical Flip
• Rotation
• Fill Mode

#tensorflow #opencv #python #artificial-intelligence #machine-learning