画像の色付き面積を予測する

画像で色の付いた面積を予測するよう予測器を訓練する．

In[1]:=

p = Predict[{\!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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JC3AMDa/gTJAnPn/yUWj5o+aP2r+qPmj5o+aPzD1F1XAqPmj5lPFfNoBGrkc
GQAALVzkLg==
"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 40.2`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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8VE9lf/UnkZu1CcUMTMO
"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 8.9`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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"], {{0, 32}, {32, 0}}, {0, 
         255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 11.`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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Cz9JyHJdVR8Z+X9i4/8nfnYwevPvvAMqClWW
"], {{0, 32}, {32, 0}}, {0, 255},
         
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 4.9`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
1:eJxTTMoPSmNiYGAo5gASQYnljkVFiZXBLECOU2VJahIzkKEAxSA2TcH///8h
JC3AqPmj5o+aT9D8BryASub/x4FGzR81f9T8UfNpbT4Nyzeywaj5I8R82gEa
uRwZAADhQvUX
"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 13.6`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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VE1k+gfmFDS9gyH/UgJGzR8h5tMO0MjlyAAAAbL5PQ==
"], {{0, 32}, {32, 0}}, {
         0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 15.6`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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sfiT0Wq1YIrCf4HDgb7fRX/4/vPv/6YvX8j0zSfjFQCw+Io=
"], {{0, 32}, {32, 
         0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 14.7`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
1:eJxTTMoPSmNiYGAo5gASQYnljkVFiZXBLECOU2VJahIzkKEAxSA2TcH///8h
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"], {{0, 32}, {32, 0}}, {0, 
         255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 3.8`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 34.7`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
1:eJxTTMoPSmNiYGAo5gASQYnljkVFiZXBLECOU2VJahIzkKEAxSA2TcH///8h
JC3AqPmj5tPZ/AZCgBrm/8eNRs0fNX/Ym0/D/EUSGDV/1PxR80fNJ2g+7QCN
XI4MAO0fFeQ=
"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 10.8`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 4.`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
1:eJxTTMoPSmNiYGAo5gASQYnljkVFiZXBLECOU2VJahIzkKEAxSA2TcH///8h
JC3AqPmj5o+aPyzNbyACUGz+f7xo1PxR80fNHzWfdubTsHyjChg1n0jzaQdo
5HJkAACDp9dT
"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 16.1`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
1:eJxTTMoPSmNiYGAo5gASQYnljkVFiZXBLECOU2VJahIzkKEAxSA2TcH///8h
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"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 3.3`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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"], {{0, 32}, {32, 0}}, {0, 255},
         
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 8.3`, \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
1:eJxTTMoPSmNiYGAo5gASQYnljkVFiZXBLECOU2VJahIzkKEAxSA2TcH///8h
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cjkyAADIhP4F
"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
        "Byte", ColorSpace -> "RGB", Interleaving -> True, 
         Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\) -> 12.6`}]

Out[1]=

新しい画像で色の付いた面積を予測する．

In[2]:=

p[{\!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
1:eJztll1L21AYxzM70I+xfZTtI+gnUNhuBZc2SWOagihSEfVGUQqi3gjilSAo
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I/iqdDodCv1kGP/29vXy8g1FRVA0SRB/el6H43GXyw9pDHN+lctlWZahZ05P
fU4nu7TkJUnRbH6AiGB3IsmwIER1PB/h0JEkSRBix8e3W1uswyEsLLAm06he
/G5BMrDxplIpBPlgBL+j/+r/YRi+cTLoy7v1F1vcqWs=
"], {{0, 32}, {32, 0}}, {
       0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag["Byte", ColorSpace -> "RGB", Interleaving -> True],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\), \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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M6caZVlWM43o/M7/jZ9lWRCc0jSl4YO17a0kXQ1jnec5cd91D4qS6HopyzfH
2ZP1i6IwzR3waiBHhaAfx7GmRbWPHBWCfhhGonipfZwCKgR93z8ryr32kaNC
0Pe8Y3W4bz9B5Y/WT3v/ad8f2vcfgTeLl1ttPt5yQ7y5j56DzoOdt6xNqxbX
vH+CRf9EF22Ot/K/i87vfCI+vaC08s94ABJQTpI=
"], {{0, 32}, {32, 0}}, {0, 
       255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
      "Byte", ColorSpace -> "RGB", Interleaving -> True, 
       Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\), \!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
1:eJxTTMoPSmNiYGAo5gASQYnljkVFiZXBLECOU2VJahIzkKEAxSA2TcH///8h
JC3AqPmj5o+aP2r+YDO/gWhAgfn/iUCj5tPOfBrGL7XAqPmj5o+aTwfzaQdo
5HJkAAB4djCu
"], {{0, 32}, {32, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag[
      "Byte", ColorSpace -> "RGB", Interleaving -> True, 
       Magnification -> Automatic],
Selectable->False],
BaseStyle->"ImageGraphics",
ImageSize->{32, 32},
ImageSizeRaw->{32, 32},
PlotRange->{{0, 32}, {0, 32}}]\)}]

Out[2]=

Wolfram Mathematica

画像の色付き面積を予測する

Mathematica

Wolfram Mathematica

画像の色付き面積を予測する

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Mathematica