PyTorch code and models for the DINOv2 self-supervised learning method, own data set and own adapted training.
☆75Apr 4, 2024Updated last year
Alternatives and similar repositories for dinov2
Users that are interested in dinov2 are comparing it to the libraries listed below
Sorting:
- Extracting high-resolution DINOv2 features for data-scarce applications like materials segmentation.☆27Nov 10, 2025Updated 3 months ago
- Implementation of paper - RepVGG-GELAN: ENHANCED GELAN WITH VGG-STYLE CONVNETS FOR BRAIN TUMOR DETECTION☆10Jul 19, 2025Updated 7 months ago
- ☆25Dec 23, 2023Updated 2 years ago
- Implementation of the spotlight: a method for discovering systematic errors in deep learning models☆11Oct 5, 2021Updated 4 years ago
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆12Jun 7, 2024Updated last year
- DINOv2 meets geosciences: smart segmentation for messy CT scans☆20Sep 24, 2025Updated 5 months ago
- UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling☆20Dec 28, 2025Updated 2 months ago
- The codes of our paper "ObjectAdd: Adding Objects into Image via a Training-Free Diffusion Modification Fashion"☆14Jun 29, 2025Updated 8 months ago
- ☆19Jan 9, 2025Updated last year
- ☆16Sep 19, 2024Updated last year
- [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆21Mar 28, 2025Updated 11 months ago
- ☆20Sep 19, 2022Updated 3 years ago
- Official Implementation of "CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning" on MIC…☆18Feb 12, 2025Updated last year
- Diffusion for Object-detection Domain Adaptation in Agriculture☆24Nov 6, 2025Updated 4 months ago
- ☆22Aug 1, 2023Updated 2 years ago
- Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)☆449Oct 24, 2025Updated 4 months ago
- [Cancer Cell] The official codes for "A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis"☆45Mar 2, 2026Updated last week
- Switch EMA: A Free Lunch for Better Flatness and Sharpness☆28Feb 16, 2024Updated 2 years ago
- ICCV 2023: Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction☆24Nov 10, 2023Updated 2 years ago
- Pathology Foundation Model - Nature Medicine☆684Mar 26, 2025Updated 11 months ago
- ☆21Dec 7, 2019Updated 6 years ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆33Jan 7, 2025Updated last year
- [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"☆28Aug 29, 2022Updated 3 years ago
- Codebase for Quilt-LLaVA☆83Jun 28, 2024Updated last year
- ☆65Sep 16, 2025Updated 5 months ago
- ☆27Apr 11, 2019Updated 6 years ago
- An Enhanced CLIP Framework for Learning with Synthetic Captions☆40Apr 18, 2025Updated 10 months ago
- MICCAI 2024 code for the paper: EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing. EchoNet-Synthetic i…☆36Jun 16, 2025Updated 8 months ago
- Downstream-Dino-V2: A GitHub repository featuring an easy-to-use implementation of the DINOv2 model by Facebook for downstream tasks such…☆272Jun 21, 2023Updated 2 years ago
- Implementation of NIPS2023: Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieva☆11Nov 12, 2024Updated last year
- A vision language model for gigapixel whole slide images in histopathology☆94Sep 4, 2025Updated 6 months ago
- ☆36May 24, 2024Updated last year
- Road crack segmentation with UNet in PyTorch — Includes implementations of multiple loss functions such as Focal, Dice, and Dice + CE.☆34Apr 15, 2025Updated 10 months ago
- Official implementation of the paper "Guided Distillation for Semi-Supervised Instance Segmentation".☆43Feb 29, 2024Updated 2 years ago
- SnP: Large-Scale Training Data Search for Object Re-Identification (CVPR 2023)☆37Jul 17, 2023Updated 2 years ago
- A repository that contains implementation of Intrinsic Image Decomposition, based on Intrinsic Images in the Wild, a SIGGRAPH 2014 paper…☆32Nov 25, 2019Updated 6 years ago
- ☆35Sep 23, 2022Updated 3 years ago
- A mod that enables AI to play the game TowerFall Ascension.☆14Aug 22, 2023Updated 2 years ago
- MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation☆33Feb 17, 2025Updated last year