Transformers How to use nvidia/segformer-b5-finetuned-cityscapes-1024-1024 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("image-segmentation", model="nvidia/segformer-b5-finetuned-cityscapes-1024-1024") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoImageProcessor, SegformerForSemanticSegmentation
processor = AutoImageProcessor.from_pretrained("nvidia/segformer-b5-finetuned-cityscapes-1024-1024")
model = SegformerForSemanticSegmentation.from_pretrained("nvidia/segformer-b5-finetuned-cityscapes-1024-1024", device_map="auto") 
