https://github.com/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.
https://github.com/NVIDIA/DALI

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

Last synced: 8 days ago
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A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

• Host: GitHub
• URL: https://github.com/NVIDIA/DALI
• Owner: NVIDIA
• License: apache-2.0
• Created: 2018-06-01T22:18:01.000Z (over 6 years ago)
• Default Branch: main
• Last Pushed: 2024-07-13T09:09:10.000Z (4 months ago)
• Last Synced: 2024-07-14T11:03:31.081Z (4 months ago)
• Topics: audio-processing, data-augmentation, data-processing, deep-learning, fast-data-pipeline, gpu, gpu-tensorflow, image-augmentation, image-processing, machine-learning, mxnet, neural-network, paddle, python, pytorch
• Language: C++
• Homepage: https://docs.nvidia.com/deeplearning/dali/user-guide/docs/index.html
• Size: 455 MB
• Stars: 4,992
• Watchers: 93
• Forks: 610
• Open Issues: 223
• Metadata Files:
  • Readme: README.rst
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Security: SECURITY.rst
  • Support: docs/support_matrix.rst

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