A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
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Oct 9, 2024 - Python
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webdataset
Here are 10 public repositories matching this topic...
Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.
computer-vision
pdf-document
datasets
distributed-training
dataloading
document-understanding
multi-modal-learning
webdataset
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Apr 3, 2024 - Python
[CVPR 2021: Oral] In this work, we show that high frequency Fourier spectrum decay discrepancies are not inherent characteristics for existing CNN-based generative models.
pytorch
dcgan
gans
fourier-transform
lsgan
wgan-gp
stargan
pytorch-lightning
cvpr2021
fourier-spectrum-discrepancies
webdataset
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Jun 12, 2021 - Python
DALLE-tools provided useful dataset utilities to improve you workflow with WebDatasets.
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Mar 9, 2022 - Python
High-level API for tar-based dataset
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Feb 3, 2024 - Python
This repo is the official released code of FoPro (AAAI-2023)
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Dec 2, 2022 - Python
A sample subset of the NIH Chest X-ray Dataset. At only 2.4% of the size of the original dataset, it allows creating an accurate classifier using the Augmented Chest X-Ray repository.
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Mar 29, 2022
Scripts to collect data from CARLA and save them as Webdataset
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Sep 21, 2024 - Python
Web project, using SparQL on dbpedia and wikidata for mental disorder search feature
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Jan 11, 2024 - PHP
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