KeremTurgutlu / self_supervisedLinks
Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.
☆324Updated 2 years ago
Alternatives and similar repositories for self_supervised
Users that are interested in self_supervised are comparing it to the libraries listed below
Sorting:
- Probing the representations of Vision Transformers.☆329Updated 2 years ago
- Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting V…☆488Updated 2 years ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆456Updated 3 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆544Updated 3 years ago
- EsViT: Efficient self-supervised Vision Transformers☆412Updated 2 years ago
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆207Updated 2 years ago
- A collection of code snippets for my PyTorch Lightning projects☆106Updated 4 years ago
- Provides everything needed for high performance data loading and augmentation in pytorch.☆318Updated last year
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆147Updated 4 years ago
- Code release for SLIP Self-supervision meets Language-Image Pre-training☆781Updated 2 years ago
- Ranger deep learning optimizer rewrite to use newest components☆334Updated last year
- Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks☆169Updated 2 years ago
- A LARS implementation in PyTorch☆350Updated 5 years ago
- Code to train the SimSiam model on cifar10 using PyTorch☆41Updated 3 years ago
- Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".☆160Updated 4 years ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆485Updated 4 years ago
- NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/☆349Updated last year
- Self-supervised vIsion Transformer (SiT)☆337Updated 2 years ago
- [CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations☆564Updated 3 weeks ago
- Code for the Convolutional Vision Transformer (ConViT)☆468Updated 3 years ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆481Updated 3 years ago
- VICRegL official code base☆229Updated 2 years ago
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆191Updated 4 years ago
- ☆161Updated 3 years ago
- ☆334Updated last month
- A fastai/PyTorch package for unpaired image-to-image translation.☆136Updated 2 years ago
- A library to inspect and extract intermediate layers of PyTorch models.☆473Updated 3 years ago
- Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)☆535Updated 10 months ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆543Updated last year