Transformers How to use openmmlab/upernet-swin-small with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("image-segmentation", model="openmmlab/upernet-swin-small") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoImageProcessor, UperNetForSemanticSegmentation
processor = AutoImageProcessor.from_pretrained("openmmlab/upernet-swin-small")
model = UperNetForSemanticSegmentation.from_pretrained("openmmlab/upernet-swin-small", device_map="auto") 
