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Michael Senter edited this page Oct 29, 2019
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Welcome to the MeshmerizeMe wiki!
MeshmerizeMe is a software for the creation of 2D geometry files for use with IB2d and IBAMR. The software comes with two main scripts that will be installed into your system's path:
- ContourizeMe: provides a graphical interface to automatically extract contours from an image into an SVG file based on adjustable parameters.
- MeshmerizeMe: creates *.vertex files describing the geometry of SVG images at the appropriate resolution according to an IB2d style
input2d
file. This script can also plot the resulting vertices for visual verification of their accuracy.
To convert image files into the intermediate SVG format, call the
ContourizeMe
script. It will start a GUI for extracting contours.
usage: ContourizeMe [-h] image
allows the user to slide to a values for 8-bit pixel thresholding
positional arguments:
image
optional arguments:
-h, --help show this help message and exit
Call the MeshmerizeMe
script to mesh the resulting SVG files.
usage: MeshmerizeMe [-h] [-p] [--subpath-length SUBPATH_LENGTH]
[--num-points NUM_POINTS] [--learning-rate LEARNING_RATE]
[--max-iter MAX_ITER] [--threshold THRESHOLD]
[--show-graph]
[--num-parallel-processes NUM_PARALLEL_PROCESSES]
[fname [fname ...]]
Welcome to MeshmerizeMe. MeshmerizeMe is a Python script intended to assist
with creating geometries for fluid simulations using IBAMR and IB2d. It uses a
user-supplied SVG file and input2d file to create .vertex files, and can plot
the same. MeshmerizeMe uses the 'gradient descent' algorithm to minimize the
relative error of distances between points. First, the path is split into
multiple segments which are estimated in parallel. Then, the resulting points
are used as initial estimates for the final aggregate minimization.
positional arguments:
fname Path to file(s) for processing. If omitted, program
will run in batch-processing mode. (default: None)
optional arguments:
-h, --help show this help message and exit
-p, --plot Plot existing .vertex file(s). (default: False)
--subpath-length SUBPATH_LENGTH
Length of subpaths to estimate in parallel in terms of
ds. (default: 25)
--num-points NUM_POINTS
Number of points to fit to the path. Leave this blank
to let the script automatically determine a value.
(default: None)
--learning-rate LEARNING_RATE
The learning rate used by the gradient descent
algorithm for the final aggregate minimization over
the entire path. (default: 5e-05)
--max-iter MAX_ITER Maximum number of gradient descent iterations for the
final aggregate minimization over the entire path.
(default: 50)
--threshold THRESHOLD
Stop the gradient descent process if the mean squared
error of point distances converges within the
threshold. (default: 1e-06)
--show-graph Flag to display/hide real-time graphs (for the final
aggregate minimization) containing: Histogram of point
parameters T; Mean squared error of point distances;
Plot of the estimated points. (default: False)
--num-parallel-processes NUM_PARALLEL_PROCESSES
Number of processes to estimate subpaths in parallel.
(default: 10)
Note that the file argument is optional. If no file is specified on the
commandline the program will start in batch mode. If the user supplies the
path to one or more file(s) on the commandline, MeshmerizeMe will proceed to
process them.