facebookresearch/dinov3
dinov3
Reference PyTorch implementation and models for DINOv3
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Meta Research
facebookresearch • ai-lab
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Aug 7, 2025
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:new: [2026-03-10] :fire: The [Canopy Height Maps v2 (CHMv2) model](https://arxiv.org/abs/2603.06382) and inference code are now available (more details on downloading the model weights and using the code [here](#canopy-height-maps-v2-chmv2)). The model weights are also available in [Hugging Face Hub](https://huggingface.co/facebook/dinov3-vitl16-chmv2-dpt-head) and [supported](https://github.com/huggingface/transformers/blob/main/docs/source/en/model_doc/chmv2.md) by the Hugging Face [Transform
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Computer VisionComputer Vision FundamentalsContrastive LearningDeep Learning Architecture DesignFeature ExtractionKnowledge DistillationModel Training and OptimizationPyTorch Deep Learning FrameworkPyTorch Model ImplementationRepresentation LearningSelf-Supervised LearningTransfer LearningTransformer ArchitectureVision Transformers
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Computer VisionComputer Vision FundamentalsContrastive LearningDeep Learning Architecture DesignFeature ExtractionKnowledge DistillationModel Training and OptimizationPyTorch Deep Learning FrameworkPyTorch Model ImplementationRepresentation LearningSelf-Supervised LearningTransfer LearningTransformer ArchitectureVision TransformersAI SafetyData VisualizationDepth EstimationDistillationEmbeddingsEvalsForkedGPU / CUDAHuggingFaceJupyterPoint Cloud / 3D VisionPyTorchPythonResearch / PapersSegmentationTransformersTutorialVisualization
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Self-Supervised LearningVision TransformersContrastive LearningFeature ExtractionTransfer LearningPyTorch Model ImplementationRepresentation LearningDeep Learning Architecture DesignComputer Vision FundamentalsTransformer ArchitectureKnowledge DistillationComputer VisionModel Training and OptimizationPyTorch Deep Learning Framework
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Unsupervised image representation learningTransfer learning for downstream vision tasksImage similarity and retrievalFeature extraction for classificationFoundation model pretrainingUnsupervised Visual Feature LearningImage Classification Transfer LearningObject Detection Feature BackboneSemantic Segmentation InitializationImage Retrieval and SimilarityDownstream Vision Task Fine-tuning
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RAG & RetrievalPrimaryEvals & BenchmarkingInference & ServingLearning ResourcesSecurity & SafetyData Science & AnalyticsFoundation ModelsModel TrainingComputer VisionSafety & AlignmentSearch & KnowledgeOther AI / ML
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- Project created
- Aug 7, 2025
- Forked
- Mar 26, 2026
- Your last push
- 2 months ago
- Upstream last push
- 2 months ago
- Tracked since
- Mar 11, 2026
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