A pyGTK and vlc based application to hand-annotate audio and video files for classification tasks
Project description
pyMediaAnnotator
A GTK+ and vlc based application for annotating video and audio files for classification tasks
Features:
- Add text annotations time-locked to content in media file
- Annotate time accurate to the millisecond
- Jump to annotation start time to verify correctness
- Standard media playback features (play/pause, stop, seek)
- Change annotation task mid-video
- Edit annotation label for particular time segment
- Delete annotation entry
- Undo annotation segment (in the order of most recent)
- Sort annotations by starttime by clicking on column header so that you can go back and re-annotate a particular segment of media
Planned features and bugfixes for future releases:
- The YAML format was chosen because it is convenient and human-readable. However, in the future, the user should be able to choose output format (
json
,pickle
,txt
, Numpy array, etc.) - Fix seek bar synchronization with playback
- Multiple button support for rapid multiclass annotation
- Save and resume existing annotation
Installation:
- Clone the repository (recommended: ssh)
- ssh:
git clone git@gitlab.com:aalok-sathe/pyMediaAnnotator.git
- https:
git clone https://gitlab.com/aalok-sathe/pyMediaAnnotator.git
- ssh:
- Make sure to have the necessary prerequisites:
pyGTK/pyGTK/pyGObject
: Python GTK bindingsvlc
,python-vlc
: the VLC media player and Python bindings forlibvlc
- Use makefile to create Python package and install:
make build
python3 setup.py install [--user]
Usage:
- Start application with the executable:
./pyMediaAnnotator
- Screenshot: ![example usage to annotate the presence of laugh track in an episode of Friends](scrsht-friends.png?raw=true Screenshot")
Compatibility:
- GNU/Linux:
- Expected to run with proper prerequisites
- Debian/Ubuntu:
- Tested on Ubuntu 16.04
- MacOS:
- Not tested, however, expected to work with proper GTK support
- Windows:
- Not tested, not expected to work; but you are welcome to try
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