Fix RandomErasing, RandAugment to be consistent with Timm and compatible with earlier PaddleClas.
Add ColorJitter implemented by PaddleVision and TimmAutoAugment borrowed from Timm Lib.
Support PIL resizse with PIL interpolation to train transformer.
Almost all vision transformer models need using PIL.Image.BICUBIC
as interpolation in resize.