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Create Markers
The create_markers
directory contains code for generating individual aruco tags as well as aruco grid boards.
Aruco tags are organized into dictionaries based on their size (the number of bits needed to store their codification), as well as how many unique markers exist in that dictionary. We do not require a high number of markers so we use the aruco.DICT_4X4_50
, a dictionary of 50 unique markers with 4x4 squares inside the border which identify the marker. There are other dictionaries (example DICT_6X6_250
a collection of 250 markers with 6x6 squares inside the border).
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To generate images of the markers for printing out, run
python create_marker.py
. This will create a directory calledmarkers
which contains every member of the 50 marker dictionary.Note: The script will error out if there is already a
markers
directory on the same level as the script, so delete the existingmarkers
directory to regenerate if you need to.
From OpenCV:
"The difference between a Board and a set of independent markers is that the relative position between the markers in the Board is known a priori. This allows that the corners of all the markers can be used for estimating the pose of the camera respect to the whole Board. The benefits of boards are:
- The pose estimation is much more versatile. Only some markers are necessary to perform pose estimation. Thus, the pose can be calculated even in the presence of occlusions or partial views.
- The obtained pose is usually more accurate since a higher amount of point correspondences (marker corners) are employed."
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To generate a board, first specify the parameters of the board's geometry in the helper script called
consts.py
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Then run
python create_board.py
which will create an image of an aruco board in a directory calledboards
.Note: Again, this script will fail if a directory called
boards
already exists.Note: Be sure the number of tags in the board you are creating does not exceed the number of aruco markers in the directory you've chosen.