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: about 1 month 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 (about 7 years ago)
- Default Branch: main
- Last Pushed: 2025-05-06T14:05:00.000Z (about 1 month ago)
- Last Synced: 2025-05-06T17:13:27.631Z (about 1 month 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: 394 MB
- Stars: 5,383
- Watchers: 91
- Forks: 634
- Open Issues: 253
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Metadata Files:
- Readme: README.rst
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Security: SECURITY.rst
- Support: docs/support_matrix.rst