[D] Efficiently loading videos in PyTorch without extracting frames

• DALI

  5 4,914 9.6 C++

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

  

• SlowFast

  7 6,273 5.1 Python

  PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

  

Try using ffmpeg. They use av Python bindings in this repository: https://github.com/facebookresearch/SlowFast/tree/main/slowfast/datasets

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• vision

  19 15,423 9.5 Python

  Datasets, Transforms and Models specific to Computer Vision

  

Maybe VideoClips? see the discussion here: https://github.com/pytorch/vision/issues/1446.

• imutils

  2 4,479 0.0 Python

  A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

  

Suggest a related project