Create an Image Search Tool Using Feature Extraction
Train a feature extractor from dog images.
In[1]:=
dogs = {\!\(\*
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"], {{0, 245}, {206, 0}}, {0, 255},
ColorFunction->RGBColor],
BoxForm`ImageTag["Byte", ColorSpace -> "RGB", Interleaving -> True],
Selectable->False],
DefaultBaseStyle->"ImageGraphics",
ImageSizeRaw->{206, 245},
PlotRange->{{0, 206}, {0, 245}}]\)};
fe = FeatureExtraction[dogs]
Out[1]=
Generate a NearestFunction on the extracted features of the dataset.
In[2]:=
nf = Nearest[fe[dogs] -> Automatic]
Out[2]=
Construct a function that displays the nearest image of the dataset.
In[3]:=
nearestdog = dogs[[First@nf[fe[#]]]] &
Use the function on a few new dogs.
In[4]:=
nearestdog /@ {\!\(\*
GraphicsBox[
TagBox[RasterBox[CompressedData["
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Out[4]=