jotaf98 / simple-tar-dataset
An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives
☆74Updated 2 years ago
Alternatives and similar repositories for simple-tar-dataset:
Users that are interested in simple-tar-dataset are comparing it to the libraries listed below
- Learning to See by Looking at Noise☆108Updated 2 months ago
- ☆23Updated 3 months ago
- ☆95Updated 2 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated 9 months ago
- Examples for the WebDataset PyTorch Dataset Library☆47Updated 3 years ago
- PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)☆102Updated 2 years ago
- ☆40Updated last year
- Train ImageNet *fast* in 500 lines of code with FFCV☆136Updated 8 months ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆50Updated 2 years ago
- (ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Rob…☆78Updated 2 years ago
- Official PyTorch Implementation of "Rosetta Neurons: Mining the Common Units in a Model Zoo"☆30Updated last year
- Repository providing a wide range of self-supervised pretrained models for computer vision tasks.☆62Updated 3 years ago
- An essential implementation of BYOL in PyTorch + PyTorch Lightning☆51Updated 3 years ago
- GAN models implemented with Pytorch Lightning and Hydra configuration☆34Updated 2 years ago
- Implementation of Discrete Key / Value Bottleneck, in Pytorch☆87Updated last year
- Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".☆16Updated 3 years ago
- ☆140Updated 4 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated last year
- The Official PyTorch Implementation of "VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models" (ICLR 2021 spotlight…☆53Updated 2 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆203Updated last year
- A small demonstration of using WebDataset with ImageNet and PyTorch Lightning☆74Updated last year
- ☆49Updated last year
- Invertible Generative Flows☆81Updated 3 years ago
- ☆34Updated last year
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 2 years ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆49Updated 4 months ago
- Natural Language Descriptions of Deep Visual Features, ICLR 2022☆62Updated last year
- Code release for "Improved baselines for vision-language pre-training"☆58Updated 8 months ago
- Evaluating AlexNet features at various depths☆39Updated 4 years ago
- Python library for argument and configuration management☆53Updated last year