OpenCV Video Labeling Tool

Video labeling tool based on OpenCV. Easily customizable.

The idea behind the project is to create a labeling to for videos, which is fully based on Python + OpenCV and thus very easy to customize. The whole labelling pipeline can easily be changed or parts can be replaced or added.

Installation

With VirtualEnv:

virtualenv --python=/usr/bin/python3.6 venv
source venv/bin/activate
pip install -r requirements.txt

Usage example

Run with video and config as mandatory input:

python main.py data/example_video.avi data/example_config.json

Optional add output path with -o/--output:

python main.py data/example_video.avi data/example_config.json -o results/output.json

If classifier is added (in label_tool/classifier.py), activate "pre-classification" with -c/--classify:

python main.py data/example_video.avi data/example_config.json --classify

Release History

• 1.0.0
  • First public version.

Contributing

1. Fork it (https://github.com/yourname/yourproject/fork)
2. Create your feature branch (git checkout -b feature/fooBar)
3. Commit your changes (git commit -am 'Add some fooBar')
4. Push to the branch (git push origin feature/fooBar)
5. Create a new Pull Request

Open Tasks:

• fix tracker bug
• add example classifier
• different colors for different types of rois

Meta

Distributed under the MIT license. See LICENSE for more information.