How to use gatecitypreservation/architectural_styles with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="gatecitypreservation/architectural_styles") 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("gatecitypreservation/architectural_styles") model = AutoModelForImageClassification.from_pretrained("gatecitypreservation/architectural_styles", device_map="auto")
https://huggingface.co/gatecitypreservation/architectural_styles/resolve/main/images/ex_classical_revival_architecture.jpg
hf download hf://gatecitypreservation/architectural_styles/images/ex_classical_revival_architecture.jpg
curl -L -o ex_classical_revival_architecture.jpg https://huggingface.co/gatecitypreservation/architectural_styles/resolve/main/images/ex_classical_revival_architecture.jpg
