How to use facebook/dinov2-base-imagenet1k-1-layer with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="facebook/dinov2-base-imagenet1k-1-layer") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")
# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("facebook/dinov2-base-imagenet1k-1-layer") model = AutoModelForImageClassification.from_pretrained("facebook/dinov2-base-imagenet1k-1-layer", device_map="auto")
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