Better Polygons from Masks

[thomasf1]

Description

Improved the mask_to_polygons function to handle masks that have exclusions and Masks that do not align

Example: Detections of Doughnut: Even if the Model correctly detects the Doughnut, the Polygon always was only the outer shape. With this change the hole in the middle is excluded from the Polygon Person behind a table: When the Model identifies the Person correctly, the Part above and below the Table would have been two separate Polygons. With this change, it would be one Polygon connected.

List any dependencies that are required for this change.

Type of change

Please delete options that are not relevant.

• [X] Somewhere in between between Bug fix and New feature (non-breaking change which adds functionality) -> Arguably brings the Polygon functions closer to expected behavior

How has this change been tested, please provide a testcase or example of how you tested the change?

Example:

Mask Annotator: (unchanged)

Polygon Conversion before PR:

Polygon Conversion after PR:

Any specific deployment considerations

Also changed the Polygon Annotator to display a filled Polygon

Docs

The original issue is not Documented. If the change to draw_polygon is accepted as well, the documentation for the function needs to be updated.

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[SkalskiP]

Hi, @thomasf1! 👋🏻 Could you accept CLA?