video_datasets_api

Video datasets (HMDB-51, EPIC-Kitchens-55/100, Something-Something-V1/V2, etc.) tools and API

Key features

• Extract videos into frames
  • If mjpeg dataset, just extract jpegs losslessly. Faster and better quality.
• Extract optical flows using multiple GPUs
• Definitions without having to load annotations (NUM_CLASSES)
• Read annotations (e.g. labels, class key strings)

Installation

You can use the tools as is. For the API, it is easier if you install. python setup.py develop

Then, you can import the package.

from video_datasets_api.something_something_v1 import NUM_CLASSES
print(NUM_CLASSES)    # 174