Graphical user interface for visualization and annotation of video and signal data
Project description
ViSiAnnoT
ViSiAnnoT (Video Signal Annotation Tool) is a package that provides a graphical user interface for the visualization and annotation of video and signal data.
The main features are:
-
Simultaneous visualization of several videos
-
Simultaneous visualization of several signals
- Regularly sampled or not
- Zoom on signals
- Plot thresholds on signals
- Plot temporal intervals on signals
-
Combined visualization of videos and signals
-
Management of long recordings (split in several files)
- Automatic synchronization between the different modalities
- Tools for fast navigation
-
Multi-label annotation of temporal events
-
Multi-label image extraction
-
Configuration via a graphical user interface
Documentation
Documentation is hosted on ReadTheDocs.
Installation
Pip
The easiest way is to install ViSiAnnoT with pip
:
$ pip install visiannot
You may need to call pip3
instead.
From source
You may install ViSiAnnoT from source:
$ git clone https://github.com/RphWbr/visiannot
$ cd visiannot
$ pip install .
Depedencies
ViSiAnnoT requires Python 3.6+.
It is cross-platform and has been tested on Windows 7/10, Ubuntu 16/18/20 and MacOS Mojave/Catalina.
The following packages are required and are automatically installed with pip
:
- configobj (saving and loading configuration files)
- opencv-python
- h5py
- numpy
- PyQt5 (GUI creation)
- pyqtgraph (video and signal plots)
- pytz (used for date-time comparison)
- scipy
Support
This package is developed at the LTSI Lab, INSERM-1099, located at Université Rennes 1, France.
For any enquiry, please send an email to raphael.weber@univ-rennes1.fr.
If you encounter a bug, feel free to raise an issue on GitHub.
Used by
ViSiAnnoT has been used in several clinical studies during the time of initial developments, with a particular focus in pediatrics. In particular, it has been used in a study on quiet sleep organization that has been published in the following article, where is introduced ViSiAnnoT: Quiet Sleep Organization of Very Preterm Infants Is Correlated With Postnatal Maturation.
Project details
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