# Use a pipeline as a high-level helperfrom transformers import pipeline
pipe = pipeline("image-classification", model="harun-767/dog-breed-classifier")
pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
# Load model directlyfrom transformers import AutoImageProcessor, AutoModelForImageClassification
processor = AutoImageProcessor.from_pretrained("harun-767/dog-breed-classifier")
model = AutoModelForImageClassification.from_pretrained("harun-767/dog-breed-classifier", device_map="auto")
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="harun-767/dog-breed-classifier") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")