# Use a pipeline as a high-level helperfrom transformers import pipeline
pipe = pipeline("image-classification", model="Augusto777/swinv2-tiny-patch4-window8-256-ve-RXX40")
pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
# Load model directlyfrom transformers import AutoImageProcessor, AutoModelForImageClassification
processor = AutoImageProcessor.from_pretrained("Augusto777/swinv2-tiny-patch4-window8-256-ve-RXX40")
model = AutoModelForImageClassification.from_pretrained("Augusto777/swinv2-tiny-patch4-window8-256-ve-RXX40")
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="Augusto777/swinv2-tiny-patch4-window8-256-ve-RXX40") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")