this repo contains the default image preprocessing code for wan 2.2 5B I2V pipeline
this will load an image from URL, resize and center crop it
image_processor = ModularPipeline.from_pretrained("YiYiXu/WanImageProcessor", trust_remote_code=True)
image = image_processor(
image="https://huggingface.co/datasets/YiYiXu/testing-images/resolve/main/wan_i2v_input.JPG",
max_area=1280*704, output="processed_image")