self-supervised
PASS
| self-supervised | PASS | |
|---|---|---|
| 2 | 4 | |
| 129 | 262 | |
| 3.1% | - | |
| 0.0 | 0.0 | |
| about 2 years ago | over 2 years ago | |
| Python | Python | |
| - | MIT License |
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.
self-supervised
-
[P] solo-learn: a library of self-supervised methods for visual representation learning
W-MSE
-
[R] ICLR rejected the submission only for missing large-scale ImageNet experiments
https://github.com/htdt/self-supervised it includes our method, byol and contrastive. I tried to keep the code nice and clean.
PASS
-
[D] Does anyone know a large varied image dataset that do NOT contain humans?
Here is what you are looking for https://github.com/yukimasano/PASS
- PASS
- Pass: A large-scale image dataset that doesn't include any humans
-
University of Oxford Researchers Release ‘PASS’ Dataset With 1.4M+ Images (Free From Humans) For Self-Supervised Machine Learning
3 Min Read | Paper | Project | Code
What are some alternatives?
Unsupervised-Classification - SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
Unsupervised-Semantic-Segmentation - Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
Revisiting-Contrastive-SSL - Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
auth-source-pass - Integrate Emacs' auth-source with password-store
dino - PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
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
lightly - A python library for self-supervised learning on images.