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Standard Object Classification #1

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mat-px opened this issue Oct 5, 2021 · 0 comments · May be fixed by #88
Open

Standard Object Classification #1

mat-px opened this issue Oct 5, 2021 · 0 comments · May be fixed by #88
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ODLC Task related to the detection, classification, or localization of SUAS standard or emergent objects vision Pertaining to visual stream handling and data processing of the data from the drone sensors

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mat-px commented Oct 5, 2021

Summary

standard_in_frame.py

Classify the features of a shape in an image that is minimum 1 foot wide and colored.

Extended Summary

Objective: This task involves building a function of the odlc package that processes a section of an image containing an unknown standard object, and resolving the standard object shape and standard object color of that standard object.

Output: The output required for this detection is the shape type and the shape color of the standard object. Note that the shape will have a differently colored alphanumeric character of 1-inch thick lettering which should be ignored in this module.
Possible object shapes are: CIRCLE, SEMICIRCLE, QUARTER_CIRCLE, CIRCLE, SEMICIRCLE, QUARTER_CIRCLE, TRIANGLE, SQUARE, RECTANGLE, TRAPEZOID, PENTAGON, HEXAGON, HEPTAGON, OCTAGON, STAR, and CROSS (as seen in the SUAS enumeration of standard object shapes).
Possible object colors are: WHITE, BLACK, GRAY, RED, BLUE, GREEN, YELLOW, PURPLE, BROWN, ORANGE (as seen in the SUAS enumeration of standard object colors

Here is an example of an ODLC standard object:
image
More examples can he found here.

@mrouie mrouie changed the title Standard Object Detection Standard Object Shape Detection Mar 24, 2022
@mrouie mrouie added ODLC Task related to the detection, classification, or localization of SUAS standard or emergent objects vision Pertaining to visual stream handling and data processing of the data from the drone sensors labels Mar 24, 2022
@mrouie mrouie changed the title Standard Object Shape Detection Standard Object Shape Detection and Classification Mar 24, 2022
@mrouie mrouie changed the title Standard Object Shape Detection and Classification Standard Object Classification May 25, 2022
@OrangePear13 OrangePear13 linked a pull request May 28, 2022 that will close this issue
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Labels
ODLC Task related to the detection, classification, or localization of SUAS standard or emergent objects vision Pertaining to visual stream handling and data processing of the data from the drone sensors
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