The repository contains the code to solve the id switches of tracks labelled using Intel's CVAT tool.
| Configuration Option | Description | Possible Values |
|---|---|---|
| [data] | Section Name, this contains the path to input and output xml files. | |
| input_cvat_xml_path = data/annotations.xml | Path to input cvat xml file | string |
| output_cvat_xml_path = data/annotations_corrected.xml | Path to output cvat xml file | string |
| [swap_labels] | Section Name, this contains the information of id-switches to be resolved. | |
| track_ids_list = 0,1:1,0 | List of track ids to swap. The pairs of track ids should be separated by colon (:). In each pair, track ids should be separated by comma (,). | string |
| frame_no_list = 40:40 | The list of frame numbers after which the corresponding track ids should be swapped. The frame numbers should be separated by colon (:) for each corresponding pair of track ids. | string |
The code is tested using Python 3.7. No other external library is required to run this project.
- Update the configurations
config.inias per your requirements. - From the main directory, run the following command
# python __main__.py
Pull requests optimizing the implementation or increasing the scope of the projects are welcome.
If you are having difficulty in running or understanding the code, please create an issue on this repository.