Transformers How to use NiCy/seg-ment-tation with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import SegformerForSemanticSegmentation
model = SegformerForSemanticSegmentation.from_pretrained("NiCy/seg-ment-tation", device_map="auto") 
