TABLE 1.

Image augmentation types and its description.

Augmentation type	Description
Shift Scale Rotate	Shifts along the x/y axis, scale (zoom in/out) and rotates on a random value
Rotate-90	Rotate by 90 degrees.
Posterize	Reduces the number of bits for each color channel
ISO Noise	Random sensor noise or Gaussian noise.
Downscale	Reduces the overall resolution of the image
Vertical Flip	Flip the input vertically around the x-axis.
Sepia Noise	Sepia filter is added randomly
Hue Saturation	Adds hue saturation to the image