poly2pascal 0.0.1

Convert POLYGON bounding boxes from .csv files to .xml annotation files in the Pascal VOC format for computer vision projects.

poly2pascal

Convert POLYGON bounding boxes from .csv files to .xml annotation files in the Pascal VOC format for computer vision projects.

Installation

Install poly2pascal with pip

  pip install poly2pascal

Usage

See the example notebook for more details. Here are the essentials:

# import annotator
from poly2pascal.annotations import XMLAnnotator

# create annotator
xmla = XMLAnnotator(
    images_path="path/to/images", 
    csv_file_path="path/to/csv/file.csv", 
    image_name_col="<image_name_column>",
    image_label_col="<object_label_column>", 
    xml_output_path="path/to/xml/annotation/output"
)

# create xml annotation files in Pascal VOC format
xmla.get_all_xml_annotations(img_format=".jpg")

Licence

• MIT

Authors

• @ruankie

TODO

Essential

• add jupyterlab to dev requirements
• run through example notebook to ensure everythin works as expected
• build and publish on pypi test
• build and publish to pypi
• format with black
• add badges to README
• show example of csv data schema
• fix docstrings

Optional

• pylint score >= 8.0
• add Sphinx docs
• add unit tests
• add github actions for automated testing
• add code coverage

References

• Build python package