openvideo provides convenient dataset generators for the combinatorial optimization problem
Project description
OpenVideo
is a Python package designed to facilitate the downloading, data streaming, data cleaning, and captioning of various videos from free, royalty-free video websites. It provides a set of functions and classes that enable seamless integration with these websites and streamline video-related data processing tasks. OpenVideo
has the following features:
-
Video Downloading
: downloading of videos from free, royalty-free video websites. -
Video Streaming
: Implementing data flow between HuggingFace and ModelScope. -
Video Cleaning
: video integrity, scene segmentation, extracting keyframes from videos, etc. -
Video Captioning
: Not yet implemented.
Installation
You can install the stable release on PyPI:
$ pip install openvideo
or get the latest version by running:
$ pip install -U https://github.com/heatingma/OpenVideo/archive/master.zip # with --user for user install (no root)
The following packages are required, and shall be automatically installed by pip
:
huggingface_hub>=0.22.2
tqdm>=4.66.1
wget>=3.2
requests>=2.31.0
aiohttp>=3.9.3
async_timeout>=4.0.3
moviepy>=1.0.3
opencv-python>=4.9.0.80
selenium>=4.19.0
scenedetect>=0.6.3
texttable>=1.7.0
bs4>=0.0.2
Video Downloading
website | windows | macos | linux |
---|---|---|---|
Pexels | ✔ | 📆 | 📆 |
Mazwai | 📆 | 📆 | 📆 |
Mixkit | ✔ | 📆 | ✔ |
Pixabay | ✔ | 📆 | 📆 |
Coverr | 📆 | 📆 | 📆 |
Youtube | ✔ | ✔ | ✔ |
Project details
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