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tf-image-augm

This is a tensorflow implemented data augmentation code set. You can see the results through notebooks/demo.ipynb

Photometric augmentations

original additive gaussian noise additive speckle noise
pa_original pa_additive_gaussian_noise pa_additive_speckle_noise
random brightness random contrast random color transform
pa_random_brightness pa_random_contrast pa_random_color_transform
additive shade motion blur
pa_additive_shade pa_motion_blur

Deforming augmentations

Homographic transform Euclid transform
da_homographic da_euclid
Elastic deformation Random distortion
da_elastic da_distortion