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.

GitHub repository with 5,710 stars and 667 forks.

Language: C++

Topics: fast-data-pipeline, image-augmentation, data-augmentation, image-processing, data-processing, deep-learning, machine-learning, python, neural-network, gpu

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Trending score 1.00, freshness score 0.65, stars gained +2, forks gained -1.

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2026-06-15: 5,710 stars and 667 forks.

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Trending topic: fast-data-pipeline

  1. 1. 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.

    GitHub repository with 5,710 stars and 667 forks.

    Trending score: 1.00; stars gained: +2; forks gained: -1.

    Language: C++

    Topics: fast-data-pipeline, image-augmentation, data-augmentation, image-processing, data-processing, deep-learning

  2. 2. triton-inference-server/dali_backend

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

    GitHub repository with 144 stars and 35 forks.

    Trending score: 0.19; stars gained: +0; forks gained: +0.

    Language: C++

    Topics: nvidia-dali, dali, deep-learning, gpu, data-preprocessing, python