webdataset

IO system

A high-performance I/O system for large deep learning problems with strong support for PyTorch and flexible file handling.

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

GitHub

2k stars
23 watching
189 forks
Language: Python
last commit: about 2 months ago
data-augmentationdeep-learningpytorchwebdatasetwebdataset-format

Related projects:

Repository Description Stars
victoresque/pytorch-template An open-source PyTorch deep learning project template providing a structured environment for building and training various models. 4,754
zhanghang1989/pytorch-encoding A Python framework for building deep learning models with optimized encoding layers and batch normalization. 2,041
donnyyou/torchcv A comprehensive PyTorch-based framework for computer vision tasks 2,250
jolibrain/deepdetect A machine learning API and server written in C++ that supports multiple deep learning libraries and provides a flexible interface for building and deploying machine learning models. 2,519
amdegroot/ssd.pytorch An implementation of a deep learning-based object detection system in PyTorch. 5,150
catalyst-team/catalyst A PyTorch framework for accelerating deep learning research and development by focusing on reproducibility, rapid experimentation, and codebase reuse. 3,295
pytorch/pytorch A Python library providing tensors and dynamic neural networks with strong GPU acceleration 84,371
deepdoctection/deepdoctection An integrated framework for document AI tasks using deep learning models. 2,588
ahkarami/deep-learning-in-production A collection of notes and references on deploying deep learning models in production environments 4,308
hughperkins/pytorch Provides Python wrappers for PyTorch and Lua, enabling developers to use PyTorch's deep learning capabilities from both languages. 432
dsksd/deepnlp-models-pytorch Pytorch implementations of various Deep NLP models from Stanford's cs-224n course 2,954
rdspring1/pytorch_gbw_lm Trains a large-scale PyTorch language model on the 1-Billion Word dataset 123
eduardoleao052/js-pytorch A JavaScript library that provides GPU-accelerated deep learning capabilities with automatic differentiation and neural network layers. 1,084
deeppavlov/deeppavlov An open-source deep learning framework for building end-to-end dialog systems and chatbots. 6,729
hpcgarage/accelerated_dl_pytorch This repository provides tutorials and demo code for accelerated deep learning with PyTorch using Jupyter Notebook. 127