# Use a pipeline as a high-level helperfrom transformers import pipeline
pipe = pipeline("image-classification", model="DeepLearner101/ResNetFTFGSM_2")
pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
# Load model directlyfrom transformers import AutoImageProcessor, AutoModelForImageClassification
processor = AutoImageProcessor.from_pretrained("DeepLearner101/ResNetFTFGSM_2")
model = AutoModelForImageClassification.from_pretrained("DeepLearner101/ResNetFTFGSM_2")
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="DeepLearner101/ResNetFTFGSM_2") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")