Created
January 15, 2017 10:04
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TikZでCNNの図を描くやつ
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\begin{figure}[htbp] | |
\centering | |
\tikzset{% | |
every channel/.style={ | |
rectangle, | |
draw, | |
draw=black, | |
fill=white, | |
minimum size=1cm, | |
}, | |
every neuron/.style={ | |
circle, | |
draw, | |
minimum size=0.25cm | |
}, | |
} | |
\begin{tikzpicture}[>=stealth] | |
\foreach \m [count=\y from 0] in {1,2,3,4} | |
\node [every channel/.try] (input-\m) at (0.5-0.25*\y, 1.0-0.25*\y) {}; | |
\foreach \m [count=\y from 0] in {1,2,3,4,5,6,7,8} | |
\node [every channel/.try, minimum size=0.5cm] (hidden1-\m) at (4.0 - 0.25*\y, 1.5 - 0.25*\y) {}; | |
\foreach \m [count=\y from 0] in {1,2,3,4,5,6,7,8} | |
\node [every neuron/.try, neuron \m/.try] (hidden2-\m) at (6.0, 2.5 - 0.5*\y) {}; | |
\foreach \m [count=\y from 0] in {1,2,3,4} | |
\node [every neuron/.try, neuron \m/.try] (hidden3-\m) at (9.0, 1.5 - 0.5*\y) {}; | |
\foreach \i in {1,3,6,8} | |
\foreach \j in {1,...,4} | |
\draw [->] (hidden2-\i) -- (hidden3-\j); | |
\draw [->] (1.2, 0.5) -- ++ (1.0, 0.0); | |
\node [align=center, above] at (1.8, 0.5) {\footnotesize conv.}; | |
\draw [->] (4.0, 0.5) -- ++ (1.5, 0.0); | |
\node [align=center, below] at (4.75, 0.5) {\footnotesize fully-connected}; | |
\foreach \l [count=\x from 0] in {Input, Hidden, Hidden, Output} | |
\node [align=center, above] at (\x * 3.0, 2.8) {\l \\ layer}; | |
\end{tikzpicture} | |
\caption[CNNの模式図]{CNNの模式図.この例では出力側の2層には全結合層を用いている.} | |
\label{fig:schematic_diagram_CNN} | |
\end{figure} |
Author
rinx
commented
Jan 15, 2017
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