PlotNeuralNet
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Latex code for drawing neural networks for reports and presentation. Have a look into examples to see how they are made. Additionally, lets consolidate any improvements that you make and fix any bugs to help more people with this code.
Examples
Following are some network representations:
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FCN-8
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FCN-32
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Holistically-Nested Edge Detection
Getting Started
Install the following packages on Ubuntu.
Ubuntu 16.04 sudo apt-get install texlive-latex-extra
Ubuntu 18.04.2 Base on this website, please install the following packages. sudo apt-get install texlive-latex-base
sudo apt-get install texlive-fonts-recommended
sudo apt-get install texlive-fonts-extra
sudo apt-get install texlive-latex-extra
Windows
Download and install MikTeX.
Download and install bash runner on Windows, recommends Git bash or Cygwin(https://www.cygwin.com/)
Execute the example as followed. cd pyexamples/
bash ../tikzmake.sh test_simple
TODO
Python interface
Add easy legend functionality
Add more layer shapes like TruncatedPyramid, 2DSheet etc
Add examples for RNN and likes.
Latex usage
See examples directory for usage.
Python usage
First, create a new directory and a new Python file:
$ mkdir my_project
$ cd my_project
vim my_arch.py
Add the following code to your new file:
import sys
sys.path.append('../')
from pycore.tikzeng import *
# defined your arch
arch = [
to_head( '..' ),
to_cor(),
to_begin(),
to_Conv("conv1", 512, 64, offset="(0,0,0)", to="(0,0,0)", height=64, depth=64, width=2 ),
to_Pool("pool1", offset="(0,0,0)", to="(conv1-east)"),
to_Conv("conv2", 128, 64, offset="(1,0,0)", to="(pool1-east)", height=32, depth=32, width=2 ),
to_connection( "pool1", "conv2"),
to_Pool("pool2", offset="(0,0,0)", to="(conv2-east)", height=28, depth=28, width=1),
to_SoftMax("soft1", 10 ,"(3,0,0)", "(pool1-east)", caption="SOFT" ),
to_connection("pool2", "soft1"),
to_end()
]
def main():
namefile = str(sys.argv[0]).split('.')[0]
to_generate(arch, namefile + '.tex' )
if __name__ == '__main__':
main()
Now, run the program as follows:
bash ../tikzmake.sh my_arch
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