fast-data-pipeline

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NVIDIA /DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

python machine-learning deep-learning neural-network mxnet gpu image-processing pytorch gpu-tensorflow data-processing data-augmentation audio-processing paddle image-augmentation fast-data-pipeline

UpdatedDec 17, 2025
C++

triton-inference-server /dali_backend

Star139

The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.

python deep-learning gpu image-processing dali data-preprocessing nvidia-dali fast-data-pipeline

UpdatedDec 11, 2025
C++

NVIDIA /nvImageCodec

Star127

A nvImageCodec library of GPU- and CPU- accelerated codecs featuring a unified interface

python machine-learning computer-vision deep-learning cpp gpu cuda image-processing pytorch nvidia dali data-processing fast-data-pipeline

UpdatedDec 2, 2025
Jupyter Notebook

bariarviv /Nvidia-DALI

Star0

machine-learning deep-learning neural-network pipeline gpu image-processing nvidia gpu-tensorflow data-processing nvidia-docker data-augmentation image-augmentation pyton nvidia-dali fast-data-pipeline

UpdatedMar 5, 2021
Jupyter Notebook

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