A GPU-accelerated library that enables random frame access and efficient video decoding for data loading.
Warning
VideoDataset is in the Alpha phase. Frequent changes and instability should be anticipated. Any feedback, comments, suggestions and contributions are welcome!
VideoDataset is a high-performance video decoding multi-framework supporting library. It aims to provide framework-integrated solutions for working with video decoding tasks.
Key Features:
- GPU-accelerated video decoding using NvCodec library
- Support for common video formats (H.264, H.265, etc.)
- Easy integration with multi-frameworks and multi-formats.
Full documentation is available at: Documentation.
Also, a sphinx-based documentation can be generated by running the following command:
make dev-doc doc-coverageIt will generate the documentation in the docs/_build/html directory and serve it on http://localhost:8000.
MIT License, for more details, see the LICENSE file.