jotaf98 / simple-tar-datasetLinks
An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives
☆77Updated 3 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
Sorting:
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 3 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated last year
- Learning to See by Looking at Noise☆112Updated 11 months ago
- ☆42Updated 2 years ago
- A small demonstration of using WebDataset with ImageNet and PyTorch Lightning☆75Updated last year
- Code repository for the ICLR 2022 paper "FlexConv: Continuous Kernel Convolutions With Differentiable Kernel Sizes" https://openreview.ne…☆116Updated 2 years ago
- Examples for the WebDataset PyTorch Dataset Library☆51Updated 4 years ago
- PyTorch implementation of IRMAE https//arxiv.org/abs/2010.00679☆48Updated 3 years ago
- Code release for "Improved baselines for vision-language pre-training"☆61Updated last year
- Code for "Scale-Equivariant Steerable Networks"☆72Updated 5 years ago
- Repository providing a wide range of self-supervised pretrained models for computer vision tasks.☆61Updated 4 years ago
- PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures (CVPR 2022)☆109Updated 3 years ago
- understanding model mistakes with human annotations☆106Updated 2 years ago
- Train ImageNet *fast* in 500 lines of code with FFCV☆149Updated last year
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆51Updated 3 years ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆208Updated last year
- Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with Invertible Neural Networks☆58Updated 4 years ago
- [NeurIPS 2022] Official PyTorch implementation of Optimizing Relevance Maps of Vision Transformers Improves Robustness. This code allows …☆133Updated 2 years ago
- ☆23Updated 4 months ago
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆44Updated 3 years ago
- (ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Rob…☆79Updated 3 years ago
- A better PyTorch implementation of image local attention which reduces the GPU memory by an order of magnitude.☆141Updated 3 years ago
- Implementation of Discrete Key / Value Bottleneck, in Pytorch☆88Updated 2 years ago
- GAN models implemented with Pytorch Lightning and Hydra configuration☆33Updated 3 years ago
- ☆96Updated 3 years ago
- Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".☆16Updated 3 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆89Updated 4 years ago
- Evaluating AlexNet features at various depths☆40Updated 5 years ago
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆96Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆131Updated 2 years ago