The Future is Self-Supervised: An Introduction to DINOv2

Alessandro Lamberti
Artificialis
Published in
7 min readJun 27, 2023

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Self-supervised learning is a type of machine learning where systems are trained to predict or solve tasks using only a raw dataset, without the need for human-annotated labels. This technique represents a significant departure from traditional supervised learning, which relies heavily on human-labeled data for training. Instead, self-supervised learning models generate their own labels from…

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