Meta Introduces DINOv3: Advanced Self-Supervised Vision Model For Scalable, High-Precision Visual Analysis

Meta Introduces DINOv3: Advanced Self-Supervised Vision Model For Scalable, High-Precision Visual Analysis

Research division of technology company Meta, which develops AI and augmented reality technologies, Meta AI has introduced DINOv3, a state-of-the-art, generalist computer vision model trained using self-supervised learning (SSL) to generate high-quality visual features. For the first time, a single frozen vision backbone surpasses specialized models on multiple established dense prediction tasks, including object detection and semantic segmentat…

Meta AI Just Released DINOv3: A State-of-the-Art Computer Vision Model Trained with Self-Supervised Learning, Generating High-Resolution Image Features

Meta AI has just released DINOv3, a breakthrough self-supervised computer vision model that sets new standards for versatility and accuracy across dense prediction tasks, all without the need for labeled data. DINOv3 employs self-supervised learning (SSL) at an unprecedented scale, training on 1.7 billion images with a 7 billion parameter architecture. For the first time, a single frozen vision backbone outperforms domain-specialized solutions a…