bbox-merger


Namebbox-merger JSON
Version 0.0.11 PyPI version JSON
download
home_pagehttps://github.com/SohaibAnwaar
SummaryThis Module will help you out in merging your bboxes if overlaps
upload_time2023-09-06 10:04:48
maintainer
docs_urlNone
authorSohaib Anwaar
requires_python
license
keywords bbox merge computer vision image processing object detection segmentation
VCS
bugtrack_url
requirements pylint shapely black pypandoc
Travis-CI No Travis.
coveralls test coverage No coveralls.
            Bounding Box Merger
===================

Merge your AI predicted Bounding boxes to get a single bounding box for
each object.

Example Usage
=============

Merge Boxes
-----------

.. code:: python

    from bbox_merger import merge_boxes
    boxes = [[0, 0, 2, 2], [1, 1, 3, 3], [4, 4, 6, 6]]
    merged_boxes = merge_boxes(boxes)
    print(merged_boxes)

::

    Output: [[0.0, 0.0, 3.0, 3.0], [4.0, 4.0, 6.0, 6.0]]

Calculate IoU
-------------

.. code:: python

    from bbox_merger import calculate_iou
    box1 = [0, 0, 2, 2]
    box2 = [1, 1, 3, 3]
    merged_boxes = calculate_iou(box1, box2)
    print(merged_boxes)

::

    Output: 0.14285714285714285

Example
-------

1. Before Merging Bounding Boxes |Image1|
2. After Merging Bounding Boxes |Image2|

.. |Image1| image:: https://github.com/SohaibAnwaar/bbox-merger/blob/v_001/attachments/Image1.png?raw=true
.. |Image2| image:: https://github.com/SohaibAnwaar/bbox-merger/blob/v_001/attachments/merged.png?raw=true


            

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