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Table 1 List of considered augmentation techniques

From: CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks

Position invariant techniques

Position variant techniques

Average blur

Crop

Bilateral blur

Elastic deformation

Brightness noising

Flip

Color noising

Rescale

Contrast noising

Rotation

Dropout

Skewing

Gamma correction

Translation

Gaussian blur

 

Gaussian noise

 

Hue jitter

 

Median blur

 

Normalization

 

Random erasing

 

Salt and pepper

 

Saturation jitter

 

Sharpen

 

Value jitter

 

Channel shift

 

Lightning

 

Change space color