Transformers How to use dima806/coffee_bean_roast_image_detection with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("image-classification", model="dima806/coffee_bean_roast_image_detection")
pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoImageProcessor, AutoModelForImageClassification
processor = AutoImageProcessor.from_pretrained("dima806/coffee_bean_roast_image_detection")
model = AutoModelForImageClassification.from_pretrained("dima806/coffee_bean_roast_image_detection", device_map="auto") 
