Unsupervised-Classification
vectorrvnn
| Unsupervised-Classification | vectorrvnn | |
|---|---|---|
| 2 | 1 | |
| 1,366 | 7 | |
| - | - | |
| 1.4 | 4.3 | |
| over 1 year ago | about 2 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
Unsupervised-Classification
-
Middle ground dataset between CIFAR and ImageNet [D]
The subsets we used are from here: https://github.com/wvangansbeke/Unsupervised-Classification/tree/master/data/imagenet_subsets
- Any reference or idea about how to train unsupervised CNN model ?
vectorrvnn
What are some alternatives?
Unsupervised-Semantic-Segmentation - Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
CoCa-pytorch - Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
self-supervised - Whitening for Self-Supervised Representation Learning | Official repository
CEBRA - Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA
PaddleHelix - Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
solo-learn - solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
simclr - SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
pytorch-metric-learning - The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
SimMIM - This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
similarity - TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
DiffCSE - Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
lightly - A python library for self-supervised learning on images.