Alternatives and similar repositories for webdataset-examples

Users that are interested in webdataset-examples are comparing it to the libraries listed below

• tmbdev-archive / webdataset-lightning
  A small demonstration of using WebDataset with ImageNet and PyTorch Lightning
  ☆75Updated last year
• jotaf98 / simple-tar-dataset
  An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives
  ☆77Updated 3 years ago
• webdataset / tarp
  Fast and simple stream processing of files in tar files, useful for deep learning, big data, and many other applications.
  ☆133Updated last year
• google-research / diffstride
  TF/Keras code for DiffStride, a pooling layer with learnable strides.
  ☆124Updated 3 years ago
• Zasder3 / open_clip_juwels
  An open source implementation of CLIP.
  ☆32Updated 2 years ago
• VITA-Group / AsViT
  [ICLR 2022] "As-ViT: Auto-scaling Vision Transformers without Training" by Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wa…
  ☆76Updated 3 years ago
• lucidrains / flash-cosine-sim-attention
  Implementation of fused cosine similarity attention in the same style as Flash Attention
  ☆214Updated 2 years ago
• rwightman / imagenet-12k
  ImageNet-12k subset of ImageNet-21k (fall11)
  ☆21Updated 2 years ago
• lucidrains / hourglass-transformer-pytorch
  Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI
  ☆94Updated 3 years ago
• patil-suraj / vit-vqgan
  JAX implementation ViT-VQGAN
  ☆83Updated 2 years ago
• ppwwyyxx / RAM-multiprocess-dataloader
  Demystify RAM Usage in Multi-Process Data Loaders
  ☆200Updated 2 years ago
• facebookresearch / imagenetx
  understanding model mistakes with human annotations
  ☆106Updated 2 years ago
• ziplab / Mesa
  This is the official PyTorch implementation for "Mesa: A Memory-saving Training Framework for Transformers".
  ☆120Updated 3 years ago
• facebookresearch / SWAG
  Official repository for "Revisiting Weakly Supervised Pre-Training of Visual Perception Models". https://arxiv.org/abs/2201.08371.
  ☆179Updated 3 years ago
• tmbdev-archive / webdataset-imagenet-2
  A small repository demonstrating the use of Webdataset and Imagenet
  ☆17Updated last year
• lucidrains / compositional-attention-pytorch
  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
• tmbdev-archive / pytorch-imagenet-wds
  ☆25Updated 4 years ago
• NVlabs / tensorcom
  ☆109Updated 4 years ago
• enyac-group / supmae
  This is a offical PyTorch/GPU implementation of SupMAE.
  ☆78Updated 3 years ago
• iejMac / video2numpy
  Optimized library for large-scale extraction of frames and audio from video.
  ☆204Updated 2 years ago
• kakaobrain / coyo-vit
  ViT trained on COYO-Labeled-300M dataset
  ☆32Updated 2 years ago
• facebookresearch / active_indexing
  Official implementation of "Active Image Indexing"
  ☆59Updated 2 years ago
• TomerRonen34 / mixed-resolution-vit
  ☆52Updated last year
• zzd1992 / Image-Local-Attention
  A better PyTorch implementation of image local attention which reduces the GPU memory by an order of magnitude.
  ☆141Updated 3 years ago
• lucidrains / uniformer-pytorch
  Implementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, de…
  ☆102Updated 3 years ago
• taoyang1122 / GradAug
  [NeurIPS'20] GradAug: A New Regularization Method for Deep Neural Networks
  ☆94Updated 4 years ago
• lucidrains / RQ-Transformer
  Implementation of RQ Transformer, proposed in the paper "Autoregressive Image Generation using Residual Quantization"
  ☆120Updated 3 years ago
• lucidrains / logavgexp-torch
  Implementation of LogAvgExp for Pytorch
  ☆36Updated 5 months ago
• ryanwebster90 / snip-dedup
  ☆104Updated last year
• Cerebras / online-normalization
  Online Normalization for Training Neural Networks (Companion Repository)
  ☆84Updated 4 years ago