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Showing 1 to 3 of 3 for “"Dinov2"”.
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Advanced Computer Vision for Smart Retail: From Anomaly Detection to Fine-grained Product Classification
… advanced vision models, specifically CLIP and DINOv2. By utilizing visual embeddings and prototype-based classification strategies, our approach effectively distinguishes visually similar products without requiring explicit training data for each class. To facilitate rigorous evaluation, we …
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Spatial Computing Frameworks for Adaptive Disaster Response and Visual Place Recognition
… extraction, we fine-tune the state-of-the-art DINOv2 model with Apollo imagery, which leads to fast convergence and gives us stronger predictive power for our descriptors. Finally, we use the Optimal Transport approach for image retrieval/matching as well as feature matching.
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Enhancing multi-label object recognition in complex images via region-based continual learning
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-20 without embargo terms