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\documentclass[border=8pt, multi, tikz]{standalone}
\usepackage{import}
\subimport{../layers/}{init}
\usetikzlibrary{positioning}
\usetikzlibrary{3d} %for including external image
\def\ConvColor{rgb:yellow,5;red,2.5;white,5}
\def\ConvReluColor{rgb:yellow,5;red,5;white,5}
\def\PoolColor{rgb:red,1;black,0.3}
\def\UnpoolColor{rgb:blue,2;green,1;black,0.3}
\def\FcColor{rgb:blue,5;red,2.5;white,5}
\def\FcReluColor{rgb:blue,5;red,5;white,4}
\def\SoftmaxColor{rgb:magenta,5;black,7}
\def\SumColor{rgb:blue,5;green,15}
\newcommand{\copymidarrow}{\tikz \draw[-Stealth,line width=0.8mm,draw={rgb:blue,4;red,1;green,1;black,3}] (-0.3,0) -- ++(0.3,0);}
\begin{document}
\begin{tikzpicture}
\tikzstyle{connection}=[ultra thick,every node/.style={sloped,allow upside down},draw=\edgecolor,opacity=0.7]
\tikzstyle{copyconnection}=[ultra thick,every node/.style={sloped,allow upside down},draw={rgb:blue,4;red,1;green,1;black,3},opacity=0.7]
\node[canvas is zy plane at x=0] (temp) at (-3,0,0) {\includegraphics[width=8cm,height=8cm]{../examples/fcn8s/cats.jpg}};
\pic[shift={ (0,0,0) }] at (0,0,0)
{RightBandedBox={
name=ccr_b1,
caption= ,
xlabel={{ 64, 64 }},
zlabel=500,
fill=\ConvColor,
bandfill=\ConvReluColor,
height=40,
width={ 2 , 2 },
depth=40
}
};
\pic[shift={ (0,0,0) }] at (ccr_b1-east)
{Box={
name=pool_b1,
caption= ,
fill=\PoolColor,
opacity=0.5,
height=32,
width=1,
depth=32
}
};
\pic[shift={ (1,0,0) }] at (pool_b1-east)
{RightBandedBox={
name=ccr_b2,
caption= ,
xlabel={{ 128, 128 }},
zlabel=256,
fill=\ConvColor,
bandfill=\ConvReluColor,
height=32,
width={ 3.5 , 3.5 },
depth=32
}
};
\pic[shift={ (0,0,0) }] at (ccr_b2-east)
{Box={
name=pool_b2,
caption= ,
fill=\PoolColor,
opacity=0.5,
height=24,
width=1,
depth=24
}
};
\draw [connection] (pool_b1-east) -- node {\midarrow} (ccr_b2-west);
\pic[shift={ (1,0,0) }] at (pool_b2-east)
{RightBandedBox={
name=ccr_b3,
caption= ,
xlabel={{ 256, 256 }},
zlabel=128,
fill=\ConvColor,
bandfill=\ConvReluColor,
height=25,
width={ 4.5 , 4.5 },
depth=25
}
};
\pic[shift={ (0,0,0) }] at (ccr_b3-east)
{Box={
name=pool_b3,
caption= ,
fill=\PoolColor,
opacity=0.5,
height=19,
width=1,
depth=19
}
};
\draw [connection] (pool_b2-east) -- node {\midarrow} (ccr_b3-west);
\pic[shift={ (1,0,0) }] at (pool_b3-east)
{RightBandedBox={
name=ccr_b4,
caption= ,
xlabel={{ 512, 512 }},
zlabel=64,
fill=\ConvColor,
bandfill=\ConvReluColor,
height=16,
width={ 5.5 , 5.5 },
depth=16
}
};
\pic[shift={ (0,0,0) }] at (ccr_b4-east)
{Box={
name=pool_b4,
caption= ,
fill=\PoolColor,
opacity=0.5,
height=12,
width=1,
depth=12
}
};
\draw [connection] (pool_b3-east) -- node {\midarrow} (ccr_b4-west);
\pic[shift={ (2,0,0) }] at (pool_b4-east)
{RightBandedBox={
name=ccr_b5,
caption=Bottleneck,
xlabel={{ 1024, 1024 }},
zlabel=32,
fill=\ConvColor,
bandfill=\ConvReluColor,
height=8,
width={ 8 , 8 },
depth=8
}
};
\draw [connection] (pool_b4-east) -- node {\midarrow} (ccr_b5-west);
\pic[shift={ (2.1,0,0) }] at (ccr_b5-east)
{Box={
name=unpool_b6,
caption= ,
fill=\UnpoolColor,
opacity=0.5,
height=16,
width=1,
depth=16
}
};
\pic[shift={ (0,0,0) }] at (unpool_b6-east)
{RightBandedBox={
name=ccr_res_b6,
caption= ,
xlabel={{ 512, }},
zlabel=64,
fill={rgb:white,1;black,3},
bandfill={rgb:white,1;black,2},
opacity=0.5,
height=16,
width=5.0,
depth=16
}
};
\pic[shift={(0,0,0)}] at (ccr_res_b6-east)
{Box={
name=ccr_b6,
caption= ,
xlabel={{512, }},
zlabel=64,
fill=\ConvColor,
height=16,
width=5.0,
depth=16
}
};
\pic[shift={ (0,0,0) }] at (ccr_b6-east)
{RightBandedBox={
name=ccr_res_c_b6,
caption= ,
xlabel={{ 512, }},
zlabel=64,
fill={rgb:white,1;black,3},
bandfill={rgb:white,1;black,2},
opacity=0.5,
height=16,
width=5.0,
depth=16
}
};
\pic[shift={(0,0,0)}] at (ccr_res_c_b6-east)
{Box={
name=end_b6,
caption= ,
xlabel={{512, }},
zlabel=64,
fill=\ConvColor,
height=16,
width=5.0,
depth=16
}
};
\draw [connection] (ccr_b5-east) -- node {\midarrow} (unpool_b6-west);
\path (ccr_b4-southeast) -- (ccr_b4-northeast) coordinate[pos=1.25] (ccr_b4-top) ;
\path (ccr_res_b6-south) -- (ccr_res_b6-north) coordinate[pos=1.25] (ccr_res_b6-top) ;
\draw [copyconnection] (ccr_b4-northeast)
-- node {\copymidarrow}(ccr_b4-top)
-- node {\copymidarrow}(ccr_res_b6-top)
-- node {\copymidarrow} (ccr_res_b6-north);
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{Box={
name=unpool_b7,
caption= ,
fill=\UnpoolColor,
opacity=0.5,
height=25,
width=1,
depth=25
}
};
\pic[shift={ (0,0,0) }] at (unpool_b7-east)
{RightBandedBox={
name=ccr_res_b7,
caption= ,
xlabel={{ 256, }},
zlabel=128,
fill={rgb:white,1;black,3},
bandfill={rgb:white,1;black,2},
opacity=0.5,
height=25,
width=4.5,
depth=25
}
};
\pic[shift={(0,0,0)}] at (ccr_res_b7-east)
{Box={
name=ccr_b7,
caption= ,
xlabel={{256, }},
zlabel=128,
fill=\ConvColor,
height=25,
width=4.5,
depth=25
}
};
\pic[shift={ (0,0,0) }] at (ccr_b7-east)
{RightBandedBox={
name=ccr_res_c_b7,
caption= ,
xlabel={{ 256, }},
zlabel=128,
fill={rgb:white,1;black,3},
bandfill={rgb:white,1;black,2},
opacity=0.5,
height=25,
width=4.5,
depth=25
}
};
\pic[shift={(0,0,0)}] at (ccr_res_c_b7-east)
{Box={
name=end_b7,
caption= ,
xlabel={{256, }},
zlabel=128,
fill=\ConvColor,
height=25,
width=4.5,
depth=25
}
};
\draw [connection] (end_b6-east) -- node {\midarrow} (unpool_b7-west);
\path (ccr_b3-southeast) -- (ccr_b3-northeast) coordinate[pos=1.25] (ccr_b3-top) ;
\path (ccr_res_b7-south) -- (ccr_res_b7-north) coordinate[pos=1.25] (ccr_res_b7-top) ;
\draw [copyconnection] (ccr_b3-northeast)
-- node {\copymidarrow}(ccr_b3-top)
-- node {\copymidarrow}(ccr_res_b7-top)
-- node {\copymidarrow} (ccr_res_b7-north);
\pic[shift={ (2.1,0,0) }] at (end_b7-east)
{Box={
name=unpool_b8,
caption= ,
fill=\UnpoolColor,
opacity=0.5,
height=32,
width=1,
depth=32
}
};
\pic[shift={ (0,0,0) }] at (unpool_b8-east)
{RightBandedBox={
name=ccr_res_b8,
caption= ,
xlabel={{ 128, }},
zlabel=256,
fill={rgb:white,1;black,3},
bandfill={rgb:white,1;black,2},
opacity=0.5,
height=32,
width=3.5,
depth=32
}
};
\pic[shift={(0,0,0)}] at (ccr_res_b8-east)
{Box={
name=ccr_b8,
caption= ,
xlabel={{128, }},
zlabel=256,
fill=\ConvColor,
height=32,
width=3.5,
depth=32
}
};
\pic[shift={ (0,0,0) }] at (ccr_b8-east)
{RightBandedBox={
name=ccr_res_c_b8,
caption= ,
xlabel={{ 128, }},
zlabel=256,
fill={rgb:white,1;black,3},
bandfill={rgb:white,1;black,2},
opacity=0.5,
height=32,
width=3.5,
depth=32
}
};
\pic[shift={(0,0,0)}] at (ccr_res_c_b8-east)
{Box={
name=end_b8,
caption= ,
xlabel={{128, }},
zlabel=256,
fill=\ConvColor,
height=32,
width=3.5,
depth=32
}
};
\draw [connection] (end_b7-east) -- node {\midarrow} (unpool_b8-west);
\path (ccr_b2-southeast) -- (ccr_b2-northeast) coordinate[pos=1.25] (ccr_b2-top) ;
\path (ccr_res_b8-south) -- (ccr_res_b8-north) coordinate[pos=1.25] (ccr_res_b8-top) ;
\draw [copyconnection] (ccr_b2-northeast)
-- node {\copymidarrow}(ccr_b2-top)
-- node {\copymidarrow}(ccr_res_b8-top)
-- node {\copymidarrow} (ccr_res_b8-north);
\pic[shift={ (2.1,0,0) }] at (end_b8-east)
{Box={
name=unpool_b9,
caption= ,
fill=\UnpoolColor,
opacity=0.5,
height=40,
width=1,
depth=40
}
};
\pic[shift={ (0,0,0) }] at (unpool_b9-east)
{RightBandedBox={
name=ccr_res_b9,
caption= ,
xlabel={{ 64, }},
zlabel=512,
fill={rgb:white,1;black,3},
bandfill={rgb:white,1;black,2},
opacity=0.5,
height=40,
width=2.5,
depth=40
}
};
\pic[shift={(0,0,0)}] at (ccr_res_b9-east)
{Box={
name=ccr_b9,
caption= ,
xlabel={{64, }},
zlabel=512,
fill=\ConvColor,
height=40,
width=2.5,
depth=40
}
};
\pic[shift={ (0,0,0) }] at (ccr_b9-east)
{RightBandedBox={
name=ccr_res_c_b9,
caption= ,
xlabel={{ 64, }},
zlabel=512,
fill={rgb:white,1;black,3},
bandfill={rgb:white,1;black,2},
opacity=0.5,
height=40,
width=2.5,
depth=40
}
};
\pic[shift={(0,0,0)}] at (ccr_res_c_b9-east)
{Box={
name=end_b9,
caption= ,
xlabel={{64, }},
zlabel=512,
fill=\ConvColor,
height=40,
width=2.5,
depth=40
}
};
\draw [connection] (end_b8-east) -- node {\midarrow} (unpool_b9-west);
\path (ccr_b1-southeast) -- (ccr_b1-northeast) coordinate[pos=1.25] (ccr_b1-top) ;
\path (ccr_res_b9-south) -- (ccr_res_b9-north) coordinate[pos=1.25] (ccr_res_b9-top) ;
\draw [copyconnection] (ccr_b1-northeast)
-- node {\copymidarrow}(ccr_b1-top)
-- node {\copymidarrow}(ccr_res_b9-top)
-- node {\copymidarrow} (ccr_res_b9-north);
\pic[shift={(0.75,0,0)}] at (end_b9-east)
{Box={
name=soft1,
caption=SOFT,
zlabel=512,
fill=\SoftmaxColor,
height=40,
width=1,
depth=40
}
};
\draw [connection] (end_b9-east) -- node {\midarrow} (soft1-west);
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\end{document}
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