Instructions to use facebook/dinov2-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use facebook/dinov2-base with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-feature-extraction", model="facebook/dinov2-base")# Load model directly from transformers import AutoImageProcessor, AutoModel processor = AutoImageProcessor.from_pretrained("facebook/dinov2-base") model = AutoModel.from_pretrained("facebook/dinov2-base") - Notebooks
- Google Colab
- Kaggle
Error loading model
#2
by huggingfeet2019 - opened
Can someone help me please? I am running into an error when I run this coded:
from transformers import AutoImageProcessor, Dinov2ForImageClassification
image_processor = AutoImageProcessor.from_pretrained("facebook/dinov2-base-patch16-224")
model = Dinov2ForImageClassification.from_pretrained("facebook/dinov2-base-patch16-224", id2label=id2label, num_labels=len(id2label))
The error says:
ImportError Traceback (most recent call last)
Cell In[22], line 1
----> 1 from transformers import AutoImageProcessor, Dinov2ForImageClassification
2 image_processor = AutoImageProcessor.from_pretrained("facebook/dinov2-base-patch16-224")
3 model = Dinov2ForImageClassification.from_pretrained("facebook/dinov2-base-patch16-224", id2label=id2label, num_labels=len(id2label))
ImportError: cannot import name 'Dinov2ForImageClassification' from 'transformers' (/opt/conda/lib/python3.10/site-packages/transformers/init.py)