AutoImageProcessor
For vision tasks, an image processor processes the image into the correct input format.

from transformers import AutoImageProcessor
image_processor = AutoImageProcessor.from_pretrained("google/vit-base-patch16-224")

AutoBackbone

A Swin backbone with multiple stages for outputting a feature map.