# Wolfram Mathematica

## Train a Classifier Function with Images from the Web

Connect to the Google Custom Search API.

In[1]:=
`gcs = ServiceConnect["GoogleCustomSearch"]`
Out[1]=

Get images of day and night landscapes.

In[2]:=
```resultsDay = gcs["Search", "Query" -> "day landscape", "SearchType" -> "Image", MaxItems -> 50]; resultsNight = gcs["Search", "Query" -> "night landscape", "SearchType" -> "Image", MaxItems -> 50];```

Create a training set and train a classifier.

In[3]:=
```trainingSet = Union[(# -> "Day" &) /@ Normal[resultsDay[All, "Thumbnail"]], (# -> "Night" &) /@ Normal[resultsNight[All, "Thumbnail"]]];```
In[4]:=
`daynight = Classify[trainingSet]`
Out[4]=

Test it on examples.

In[5]:=
```daynight[{\!\(\* GraphicsBox[ TagBox[RasterBox[CompressedData[" 1:eJxEvdeOLFmWpjcggckT0pVprZVrrUKrExFH5MmsymJ11XQPu3uqR7DZJLoH QxAzBAkQ5AV5wRfg7TwG7/lY/Na2U0lgp8Pc3NzCw+2z///X2jtOxn/z3/38 d//FP/tn/+yfPvDw81//D/f/+I9//T/+psuTX/7hn/7tv/6HP/2rt3/493/6 13/6x93f/Jfs/N/47//lP9k+/XBy8uHi5LTDOD3rMn5QG+cn3bMPnbPT/tnZ 4MNZ9+Sie3beY/v8onN+0T8/19hmD9sX5/3LiwHj4kK/ZJybPHYuje6Fxehc at9Hx768cHsX7uDCNHtur+P1u4F6ams92db60aDjs2FpyaDr9ruuocWDXqj3 okEv0PV40I+Mfmp1IncQ/f6Xv+qeO0Yv17RI64f6gEffGARWP7J6saWl5iAx +rHdzywt1/vpoJ8Yg0LvZrzFHTROv+YljrH1gqd2r/KNyhmk7LR7hXopM7Xc 0hvTqHi0BjVH8sFsPfW02uk3Tm9UBOtAG/mDYWBMbGNoamU7bI1T5a5WtJ/E MuRU7LcGJSfn0Rhk2iDlkZ9imyNz0Bi9kk+rD+RL4HM6ZqUPYq2XDItr7Uw+ ttYN02AxuCg5QOsVHM9Gv+/1upFrTrRu3e/w7QVaNx50ol7Pv+w5l11f02vT nPcuMr43Pnmv41xeckWMfsfhsw3Og+65XIh2cLG4Fpc9gyt4cWL2zszLM+3i XLs4MzrnOuPsTD/l+G4kl/i8d3E6uDy3T0+1i1O9DpveD12rZ5+e9AZ68sOJ cXJ6CVenHy7OTi7l8bTz6zg/7VyedDqn3Yuz7gXnOVcIXXbPz3r8xH7Hujzr dy+0Fiq2+dGGFl5cmBfClcZLfNTepd67NPlFtEtH79hAxYc3e/5AiHL7lwKS 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Out[5]=