xtImagePipeline
>>> from diffusers.utils import load_image

>>> # Insert objects described by image at the region defined by bounding boxes
>>> pipe = StableDiffusionGLIGENTextImagePipeline.from_pretrained(
...     "anhnct/Gligen_Inpainting_Text_Image", torch_dtype=torch.float16
... )
>>> pipe = pipe.to("cuda")

>>> input_image = load_image(
...     "https://hf.co/datasets/huggingface/documentation-images/resolve/main/diffusers/gligen/livingroo