A collection of information about Data Augmentation libraries for Image Processing.

Taxonomy

Summary of libraries

Overview of transformations

Symbol legend

Module containing methods considered in this site
Module NOT containing methods considered in this site
Transformation for which at least one example has been given
Transformation for which no examples have been given
Transformation for which further study is required

Tag list

Tag colors have been chosen based on the taxonomy diagram.

BASIC GEOMETRY DISTORTION
PHOTOMETRY
BLUR SHARPNESS MORPHOLOGY STYLE FILTER WORSENING NOISE TESSELLATION
DROPOUT COMPOSITION MIXED SAMPLE
WEATHER
STREET
PAPERDOCS
SOCIAL NETWORK