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# Refers to `_RAND_INCREASING_TRANSFORMS` in pytorch-image-models | |
rand_increasing_policies = [ | |
dict(type='AutoContrast'), | |
dict(type='Equalize'), | |
dict(type='Invert'), | |
dict(type='Rotate', magnitude_key='angle', magnitude_range=(0, 30)), | |
dict(type='Posterize', magnitude_key='bits', magnitude_range=(4, 0)), | |
dict(type='Solarize', magnitude_key='thr', magnitude_range=(256, 0)), | |
dict( | |
type='SolarizeAdd', | |
magnitude_key='magnitude', | |
magnitude_range=(0, 110)), | |
dict( | |
type='ColorTransform', | |
magnitude_key='magnitude', | |
magnitude_range=(0, 0.9)), | |
dict(type='Contrast', magnitude_key='magnitude', magnitude_range=(0, 0.9)), | |
dict( | |
type='Brightness', magnitude_key='magnitude', | |
magnitude_range=(0, 0.9)), | |
dict( | |
type='Sharpness', magnitude_key='magnitude', magnitude_range=(0, 0.9)), | |
dict( | |
type='Shear', | |
magnitude_key='magnitude', | |
magnitude_range=(0, 0.3), | |
direction='horizontal'), | |
dict( | |
type='Shear', | |
magnitude_key='magnitude', | |
magnitude_range=(0, 0.3), | |
direction='vertical'), | |
dict( | |
type='Translate', | |
magnitude_key='magnitude', | |
magnitude_range=(0, 0.45), | |
direction='horizontal'), | |
dict( | |
type='Translate', | |
magnitude_key='magnitude', | |
magnitude_range=(0, 0.45), | |
direction='vertical') | |
] | |