self-supervised VS dino

Compare self-supervised vs dino and see what are their differences.

self-supervised

Whitening for Self-Supervised Representation Learning | Official repository (by htdt)

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO (by facebookresearch)
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self-supervised dino
2 7
129 6,549
3.1% 1.1%
0.0 0.0
about 2 years ago 7 months ago
Python Python
- Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

self-supervised

Posts with mentions or reviews of self-supervised. We have used some of these posts to build our list of alternatives and similar projects.

dino

Posts with mentions or reviews of dino. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-15.

What are some alternatives?

When comparing self-supervised and dino you can also consider the following projects:

Unsupervised-Classification - SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

simsiam-cifar10 - Code to train the SimSiam model on cifar10 using PyTorch

PASS - The PASS dataset: pretrained models and how to get the data

pytorch-metric-learning - The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Revisiting-Contrastive-SSL - Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

lightly - A python library for self-supervised learning on images.

Unsupervised-Semantic-Segmentation - Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

Transformer-SSL - This is an official implementation for "Self-Supervised Learning with Swin Transformers".

PaddleHelix - Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

unsupervised-depth-completion-visual-inertial-odometry - Tensorflow and PyTorch implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

transferlearning - Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

solo-learn - solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

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