Fast and simple stream processing of files in tar files, useful for deep learning, big data, and many other applications.
☆135Dec 10, 2023Updated 2 years ago
Alternatives and similar repositories for tarp
Users that are interested in tarp are comparing it to the libraries listed below
Sorting:
- Utilities for sequential processing of tar files.☆24Feb 16, 2022Updated 4 years ago
- A small demonstration of using WebDataset with ImageNet and PyTorch Lightning☆76Dec 19, 2023Updated 2 years ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,997Feb 9, 2026Updated 2 weeks ago
- ☆25Apr 13, 2021Updated 4 years ago
- Examples for the WebDataset PyTorch Dataset Library☆51Jun 15, 2021Updated 4 years ago
- ☆107Apr 15, 2021Updated 4 years ago
- ☆15Sep 24, 2022Updated 3 years ago
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆44Sep 22, 2022Updated 3 years ago
- DALLE-tools provided useful dataset utilities to improve you workflow with WebDatasets.☆14Mar 9, 2022Updated 3 years ago
- GLIDE: a diffusion-based text-conditional image synthesis model☆20Feb 16, 2022Updated 4 years ago
- Efficiently read embedding in streaming from any filesystem☆104Aug 9, 2025Updated 6 months ago
- Based on https://github.com/fatchord/WaveRNN☆24May 3, 2020Updated 5 years ago
- Conformer block with Rotary Position Embedding, modified from lucidrains' implement☆17Sep 13, 2024Updated last year
- Efficient, check-pointed data loading for deep learning with massive data sets.☆211Jun 12, 2023Updated 2 years ago
- PyTorch implementation of NVIDIA WaveGlow with constant memory cost.☆36Jan 28, 2023Updated 3 years ago
- ☆32Jul 27, 2022Updated 3 years ago
- Official code for the paper: "Metadata Archaeology"☆19May 10, 2023Updated 2 years ago
- Easily turn large sets of audio urls to an audio dataset.☆21Dec 27, 2022Updated 3 years ago
- ☆16Dec 31, 2021Updated 4 years ago
- A tool for benchmarking image generation models.☆33Jan 13, 2023Updated 3 years ago
- An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives☆78Aug 10, 2022Updated 3 years ago
- ☆213Oct 10, 2022Updated 3 years ago
- Conversions between kornia and other computer vision libraries formats☆37Sep 26, 2023Updated 2 years ago
- Build fast gradio demos of fastai learners☆35Sep 23, 2021Updated 4 years ago
- URL downloader supporting checkpointing and continuous checksumming.☆19Nov 29, 2023Updated 2 years ago
- A criticism of a recent paper on buggy image downsampling methods in popular image processing and deep learning libraries.☆72Jul 6, 2022Updated 3 years ago
- AIStore: scalable storage for AI applications☆1,766Updated this week
- Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training …☆19May 29, 2022Updated 3 years ago
- Test pytorch code with minimal computational overhead☆26Jun 8, 2023Updated 2 years ago
- Epoch-synchronous overlap-add (ESOLA) for time-and pitch-scale modification of speech signals.☆22Jul 24, 2020Updated 5 years ago
- Fast Block Sparse Matrices for Pytorch☆549Jan 21, 2021Updated 5 years ago
- melodic object transcription framework☆26Nov 15, 2017Updated 8 years ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,248Feb 22, 2026Updated last week
- Unsupervised Representation Learning for Singing Voice Separation☆22Feb 10, 2023Updated 3 years ago
- I have created a dataset of Image-Text-Pairs by using the cosine similarity of the CLIP embeddings of the image & it's caption derrived f…☆16Apr 22, 2021Updated 4 years ago
- Make TFRecord Usable Again☆90Jun 3, 2023Updated 2 years ago
- ☆21Mar 3, 2025Updated 11 months ago
- Collection of models and extensions for deployment in PyTorch☆24Nov 20, 2022Updated 3 years ago
- Finally, some decent sample sentences☆23Dec 3, 2023Updated 2 years ago