dinov2

Visual feature learner

A PyTorch implementation of a self-supervised learning method for learning robust visual features without supervision.

PyTorch code and models for the DINOv2 self-supervised learning method.

GitHub

9k stars
95 watching
829 forks
Language: Jupyter Notebook
last commit: 4 months ago

Related projects:

Repository Description Stars
yunjey/pytorch-tutorial A comprehensive tutorial project that provides code examples for learning PyTorch by implementing various deep learning models and demonstrating their usage. 30,336
cszn/kair Image restoration toolbox with training and testing codes for various deep learning-based methods 2,978
facebookresearch/pytorch3d A deep learning library for 3D data processing and computer vision research using PyTorch 8,850
idea-research/groundingdino An implementation of an object detection model designed to work in open-world scenarios with the ability to detect and recognize objects based on language descriptions. 6,873
cadene/pretrained-models.pytorch Provides pre-trained PyTorch models for various computer vision tasks and datasets. 9,044
pytorch/examples A collection of curated examples showcasing various PyTorch applications in computer vision, natural language processing, and reinforcement learning. 22,490
idea-research/dino An implementation of a deep learning-based object detection model with improved anchor boxes for end-to-end detection tasks. 2,275
donnyyou/torchcv A comprehensive PyTorch-based framework for computer vision tasks 2,250
qubvel-org/segmentation_models.pytorch A comprehensive library for training and applying deep learning models for image segmentation 9,759
lukemelas/efficientnet-pytorch A PyTorch implementation of EfficientNet convolutional neural networks 7,942
timesler/facenet-pytorch This project provides pre-trained PyTorch models for face detection and recognition tasks. 4,581
pytorch/pytorch A Python library providing tensors and dynamic neural networks with strong GPU acceleration 84,572
lucidrains/dalle2-pytorch An implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch 11,171
clovaai/stargan-v2 A Python implementation of an image-to-image translation model for generating diverse images across multiple domains. 3,508
victoresque/pytorch-template An open-source PyTorch deep learning project template providing a structured environment for building and training various models. 4,769