Yes you can look at the transforms here 2 but there are some that rotate and flip an image. Examples are random rotation:
torchvision.transforms.RandomRotation(degrees, interpolation=<InterpolationMode.NEAREST: 'nearest'>, expand=False, center=None, fill=0, resample=None)

and random horizontal flip:
torchvision.transforms.RandomHorizontalFlip(p=0.5)