A repository to apply DINOv3 models for different downstream tasks: image classification, semantic segmentation, object detection.
☆113Oct 14, 2025Updated last year
Alternatives and similar repositories for dinov3_stack
Users that are interested in dinov3_stack are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Zero-shot object detection using pretrained DINOv3☆22Sep 7, 2025Updated last year
- Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)☆510Oct 24, 2025Updated last year
- Use DINOv3’s powerful, self-supervised visual features + YOLOv12’s blazing-fast detection, all in one repo. Whether you have only a few h…☆332Aug 16, 2026Updated 2 months ago
- ☆75Sep 13, 2025Updated last year
- Lightweight head for object detection using DINOv3 as backbone☆17Jan 3, 2026Updated 9 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Caption free adapter that maps DINOv3 image embeddings into CLIP space so you can do zero-shot text -> image or image -> text with CLIP’s…☆50Sep 18, 2025Updated last year
- Official repository for Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation. (DINOv…☆329Feb 26, 2026Updated 8 months ago
- SegDINO: An Efficient Design for Medical and Natural Image Segmentation with DINO-V3☆296Jun 5, 2026Updated 4 months ago
- A PyTorch implementation of an image classification system based on the DINOv3 (self-DIstillation with NO labels) vision transformer. Thi…☆20Oct 28, 2025Updated last year
- DINOv3训练示例☆174Sep 30, 2026Updated last month
- Integrating SAM2 with DINOv2/v3 for segmentation☆92Aug 8, 2025Updated last year
- [DEIMv2] Real Time Object Detection Meets DINOv3☆2,083Oct 23, 2026Updated last week
- A set of tools and examples for converting and utilizing powerful vision models, DINOv3 and EdgeTAM (SAM2), within the ONNX ecosystem.☆15Sep 28, 2026Updated last month
- All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.☆1,725Updated this week
- 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.
- YOLO with DINOv3 backbone with pretrained weights☆14Sep 15, 2025Updated last year
- ☆17Nov 17, 2023Updated 2 years ago
- Adapting DINOv3 to downstream segmentation tasks☆30Aug 26, 2025Updated last year
- Dinov3 exploration (use cases & capabilities )☆17Sep 13, 2025Updated last year
- This repository holds an auxiliary script to convert coco annotations to labelme format☆14Feb 9, 2023Updated 3 years ago
- Command-line tool for extracting DINO, CLIP, SigLIP2, TIPSv2, RADIO, features for images and videos☆77Jun 12, 2026Updated 4 months ago
- Complex Wavelet Mutual Information Loss: A Multi-Scale loss function for Semantic Segmentation☆19Aug 7, 2025Updated last year
- A customized framework for fine-tuning and benchmarking DINOv3 models☆12Sep 5, 2025Updated last year
- Official Github repository for WeatherStream: Light Transport Automation of Single Image Deweathering, CVPR 2023☆13Jun 12, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official Implementation of GMR-Conv☆17Feb 15, 2026Updated 8 months ago
- ROS 2 integration of Meta’s DINOv3 backbone with lightweight heads for vision tasks.☆103Oct 21, 2025Updated last year
- Does patch ordering affect context-limited vision transformers?☆17Oct 10, 2025Updated last year
- use Dinov3 replace RF-DETR backbone☆14Nov 6, 2025Updated 11 months ago
- SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation (ICCV 2025)☆16Sep 26, 2025Updated last year
- Tasks that allow students to learn the basics of image processing, esp Fingerprint processing.☆10Jan 21, 2025Updated last year
- A high-performance C++ implementation of the BiRefNet , optimized for real-time, high-resolution dichotomous image segmentation.☆11Feb 16, 2025Updated last year
- ☆12May 24, 2025Updated last year
- LINEA: Fast and accurate line detection using scalable transformers [ICIP 2025]☆90Jun 2, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The official implementation for "Learning from Vision Foundation Models for Cross-domain Remote Sensing Image Segmentation".☆11Jul 24, 2025Updated last year
- ☆28Apr 27, 2026Updated 6 months ago
- A python package that includes the inference api of SOTA inpainting models that does not require text.☆13Sep 18, 2023Updated 3 years ago
- ☆29Sep 3, 2022Updated 4 years ago
- An open-source implementaion for fine-tuning DINOv2 by Meta.☆18Jul 21, 2025Updated last year
- 使用OpenCV部署CoupledTPS，包含了肖像矫正，不规则边界的图像矩形化，旋转图像矫正，三个模型。依然是包含C++和Python两个版本的程序☆22Jul 4, 2024Updated 2 years ago
- [TMLR 26] EdgeCrafter: Compact ViTs for Edge Dense Prediction via Task-Specialized Distillation☆371Oct 22, 2026Updated last week