Fastest batch perspective transform for image augmentation
Image augmentations heavily relies on your DataGenerator and DataLoader design, mostly along with the hardware resources that you are using. Apart from that, here is a quick comparison chart to help you with the transformations along with the libraries links.
The numbers represent the number of images it processes per second.

Here are the links to all the required libraries:

Albumentations
Imgaug
Augmentor
SOLT

Ref: Albumentations benchmark results