DINOv2

AI and Machine Learning · Representation Learning · 2023 · dinov2.yaml

Scales that recipe on a curated corpus into features good enough to use frozen, with no fine-tuning, across depth, segmentation and retrieval.

• supersedescorrects · extends
• classifiesspecializes · part-of
• substitutes forapproximates · alternative-to
• depends onrequires · validates

Colour is the family; a dashed line is the second member of it.

This node

• extendsadds capability to DINOcurated data and scale turn it into general features

References

• DINOv2: Learning Robust Visual Features without Supervision — Oquab et al. — 2023 · link