PyTorch code and models for the DINOv2 self-supervised learning method, own data set and own adapted training.
☆75Apr 4, 2024Updated 2 years ago
Alternatives and similar repositories for dinov2
Users that are interested in dinov2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Blood Cell Foundation Model based on DINOv2☆69Jan 29, 2026Updated 3 months ago
- Extracting high-resolution DINOv2 features for data-scarce applications like materials segmentation.☆28Nov 10, 2025Updated 5 months ago
- Evaluating DINOv2 for Radiology☆65May 26, 2025Updated 11 months ago
- Solid Tumor Associative Modeling in Pathology☆118Updated this week
- ☆20Sep 19, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆55Apr 19, 2024Updated 2 years ago
- WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes (NeurIPS 2023)☆26Apr 2, 2024Updated 2 years ago
- Contextual Vision Transformers for Robust Representation Learning☆15Oct 19, 2023Updated 2 years ago
- ☆25Dec 23, 2023Updated 2 years ago
- ☆21Jul 18, 2024Updated last year
- Implementation of the spotlight: a method for discovering systematic errors in deep learning models☆11Oct 5, 2021Updated 4 years ago
- Training, optimization and deployment of Object Detection model with dinov2 backbone for efficient inference on NVIDIA Jetson☆13Jul 26, 2025Updated 9 months ago
- Whole Slide Image (WSI) Processing Library for Histopathological / Cytopathological Machine Learning Tasks☆25Sep 8, 2023Updated 2 years ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆85Feb 6, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆69Sep 16, 2025Updated 7 months ago
- [ECCV 2024 Oral] Official implementation of the paper "PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers"☆19Apr 9, 2026Updated 3 weeks ago
- Official repo for Recursion's accepted spotlight paper at NeurIPS 2023 Generative AI & Biology workshop.☆74Jun 6, 2025Updated 10 months ago
- ☆26Mar 1, 2023Updated 3 years ago
- Pathology Foundation Model - Nature Medicine☆718Mar 26, 2025Updated last year
- ☆54Apr 26, 2022Updated 4 years ago
- ☆22Jan 16, 2025Updated last year
- SACB-Net: Spatial-awareness Convolutions for Medical Image Registration(CVPR2025)☆39Nov 7, 2025Updated 5 months ago
- ☆14Oct 24, 2025Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- DINOv2 meets geosciences: smart segmentation for messy CT scans☆21Sep 24, 2025Updated 7 months ago
- OmiAD: One-Step Adaptive Masked Diffusion Model for Multi-class Anomaly Detection via Adversarial Distillation(ICML 2025)☆18May 29, 2025Updated 11 months ago
- Gene Expression Prediction from Histology Images via Hypergraph Neural Networks☆17May 19, 2025Updated 11 months 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
- Accurate encoding of histologic images into StyleGAN space for discovery and explainability☆13Oct 8, 2025Updated 6 months ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆34Jan 7, 2025Updated last year
- ☆18Sep 19, 2024Updated last year
- Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)☆473Oct 24, 2025Updated 6 months ago
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆12Jun 7, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆70Nov 14, 2024Updated last year
- ☆21Aug 3, 2023Updated 2 years ago
- an efficient data integration method for multiple spatial transcriptomics data with non- cluster-relevant effects such as the complex batc…☆13Dec 15, 2025Updated 4 months ago
- UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling☆23Dec 28, 2025Updated 4 months ago
- [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆21Mar 28, 2025Updated last year
- Unsupervised Semantic Segmentation for Pathology☆17Nov 21, 2024Updated last year
- ☆132Apr 11, 2024Updated 2 years ago