itsprakhar / Downstream-Dinov2View external linksLinks
Downstream-Dino-V2: A GitHub repository featuring an easy-to-use implementation of the DINOv2 model by Facebook for downstream tasks such as Classification, Semantic Segmentation and Monocular depth estimation.
☆270Jun 21, 2023Updated 2 years ago
Alternatives and similar repositories for Downstream-Dinov2
Users that are interested in Downstream-Dinov2 are comparing it to the libraries listed below
Sorting:
- Fine-tuning dino v2 for semantic segmentation task on MSCOCO.☆30Jun 6, 2023Updated 2 years ago
- Evaluating DINOv2 for Radiology☆65May 26, 2025Updated 8 months ago
- Training and testing of DINOv2 for segmentation downstream☆44Feb 4, 2025Updated last year
- Finetuning DINOv2 (https://github.com/facebookresearch/dinov2) on your own dataset☆64Jun 8, 2023Updated 2 years ago
- The application of large pre-trained vision model DINOv2 from MetaAI for feature points matching, and a ViT decoder used for Auto Encoder☆17Apr 27, 2023Updated 2 years ago
- DINOv2 module for use with Autodistill.☆15Dec 6, 2023Updated 2 years ago
- Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)☆431Oct 24, 2025Updated 3 months ago
- An open-source implementaion for fine-tuning DINOv2 by Meta.☆13Jul 21, 2025Updated 6 months ago
- PyTorch code and models for the DINOv2 self-supervised learning method, own data set and own adapted training.☆75Apr 4, 2024Updated last year
- [ISBI 2024] DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation☆38Jun 29, 2024Updated last year
- [ECCV 2024] Official implementation of the paper "Semantic-SAM: Segment and Recognize Anything at Any Granularity"☆2,808Jul 10, 2025Updated 7 months ago
- ☆22Sep 21, 2023Updated 2 years ago
- [ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"☆9,725Aug 12, 2024Updated last year
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆7,443Jul 3, 2024Updated last year
- ☆13Aug 14, 2022Updated 3 years ago
- [NeurIPS '25] FastDINOv2: Frequency Based Curriculum Learning Improves Robustness and Training Speed☆26Jul 26, 2025Updated 6 months ago
- Code for RA-L paper "One-shot Learning for Task-oriented Grasping"☆12May 9, 2024Updated last year
- Official Code for What Makes and Breaks Safety Fine-tuning? A Mechanistic Study (NeurIPS 2024)☆12Oct 31, 2024Updated last year
- Fixed version of https://github.com/tomguluson92/PRNet_PyTorch☆10Mar 30, 2020Updated 5 years ago
- ☆13Dec 8, 2025Updated 2 months ago
- TGRS paper "prompt-driven building footprint extraction in aerial images with offset-building model"☆18Dec 3, 2025Updated 2 months ago
- ☆12Oct 2, 2023Updated 2 years ago
- Nocturnal Visual Place Recognition via Generative and Inherited Knowledge Transfer☆13Dec 3, 2024Updated last year
- [ICML 2025] Official Implementation for SimDINO/SimDINOv2☆193Mar 15, 2025Updated 11 months ago
- Textured Mesh Generator from RGB image & its correponding depth map generated by diffusion☆12Jul 1, 2024Updated last year
- ☆12Oct 23, 2022Updated 3 years ago
- This Repo Contains Code to Finetune DETR on Custom Dataset☆14Oct 29, 2021Updated 4 years ago
- Pytorch implementation for Deep Visual Hull Prior☆15Feb 17, 2021Updated 5 years ago
- Hyperpatameter Bayesian Optimization for Image Classification in PyTorch☆12Aug 20, 2019Updated 6 years ago
- Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and …☆17,397Sep 5, 2024Updated last year
- Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"☆50Jan 29, 2023Updated 3 years ago
- [ICCV 2023 R6D] PyTorch implementation of CNOS: A Strong Baseline for CAD-based Novel Object Segmentation based on Segmenting Anything an…☆305Aug 27, 2025Updated 5 months ago
- Differentiable Point Radiance Fields Rasteriser for Novel View Synthesis☆36Jun 4, 2023Updated 2 years ago
- Grounded SAM 2: Ground and Track Anything in Videos with Grounding DINO, Florence-2 and SAM 2☆3,265Nov 11, 2025Updated 3 months ago
- Basic implementation of a Siamese network for face similarity using PyTorch☆12Jul 22, 2023Updated 2 years ago
- Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESP…☆11Dec 12, 2023Updated 2 years ago
- This project is an implementation of fine-tuning an SDXL model using DreamBooth and LoRA on custom data of interior rooms to generate des…☆11Feb 8, 2024Updated 2 years ago
- A repo for fine-tuning DINOv2 using LoRA layers for multi-class classification☆17Nov 14, 2024Updated last year
- Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"☆3,246Jul 29, 2024Updated last year