https://github.com/ActiveVisionLab/CrossScore/blob/8d238ddb582ec2170fc611c64f223fea011f389f/task/core.py#L78 img_mean and img_std are using the same value during input normalization. img_std should be self.img_mean_std[None, 3:, None, None].