Dali Alternatives

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
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Alternatives To NVIDIA/DALI
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
NVIDIA/DALI 4,770 0 4 about 2 years ago 19 December 06, 2023 209 apache-2.0 C++
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
zhixuhao/unet 4,218 0 0 almost 3 years ago 0 203 mit Jupyter Notebook
unet for image segmentation
ZhaoJ9014/face.evoLVe 3,074 0 0 over 3 years ago 0 84 mit Python
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
fepegar/torchio 1,904 0 29 about 2 years ago 245 November 24, 2023 44 apache-2.0 Python
Medical imaging toolkit for deep learning
ncullen93/torchsample 1,829 0 0 over 2 years ago 0 59 other Python
High-Level Training, Data Augmentation, and Utilities for Pytorch
webdataset/webdataset 1,737 0 51 about 2 years ago 71 December 07, 2023 93 bsd-3-clause Python
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
iver56/audiomentations 1,605 0 5 about 2 years ago 37 November 24, 2023 46 mit Python
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
visual-layer/fastdup 1,313 0 0 about 2 years ago 284 December 01, 2023 23 other Python
fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.
LirongWu/awesome-graph-self-supervised-learning 1,194 0 0 over 2 years ago 0 1
Awesome Graph Self-Supervised Learning
asteroid-team/torch-audiomentations 823 0 3 over 2 years ago 14 June 29, 2022 49 mit Python
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
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