https://github.com/kiyoon/video_datasets_api

Video datasets (EPIC-Kitchens, Something-Something, Diving48, HMDB-51, UCF-101) tools and API
https://github.com/kiyoon/video_datasets_api

Last synced: about 1 month ago
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Video datasets (EPIC-Kitchens, Something-Something, Diving48, HMDB-51, UCF-101) tools and API

• Host: GitHub
• URL: https://github.com/kiyoon/video_datasets_api
• Owner: kiyoon
• Created: 2019-12-03T14:30:03.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2022-11-21T03:42:17.000Z (almost 2 years ago)
• Last Synced: 2023-03-03T12:27:23.037Z (over 1 year ago)
• Language: Python
• Homepage:
• Size: 282 KB
• Stars: 4
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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.

```python

from video_datasets_api.something_something_v1 import NUM_CLASSES

print(NUM_CLASSES)    # 174

```