Creating an AI Fashion Image Search Engine​​인공지능 패션 이미지 검색 엔진 생성

1. 데이터셋(DataSet)

1.1. 불러오기(training_dataset)

dataSet=Map[ImageResize[Import[File[#]],100]&,FileNames["*.*",SystemDialogInput["Directory",NotebookDirectory[]],Infinity]]

2. 유사이미지 탐색(FeatureNearest)

2.1. 기계학습(Machine Learning)

ai=FeatureNearest[dataSetAll]

2.2. 유사이미지 추출(testing_sample)

sample=ImageResize[Import@SystemDialogInput["FileOpen",NotebookDirectory[]],100]
SetterBar[Dynamic[select1],Range[5]]
ai[sample,select1]

2.3. 이미지 유사성 거리 그래프(FeatureSpacePlot)

Manipulate[FeatureSpacePlot[dataSet,PlotRange{All,All},LabelingSizei,ImageSize600,AxesTrue,AxesStyleGrayLevel[0.8],GridLines{Table[i,{i,-5,5}],Table[i,{i,-4,4}]},GridLinesStyleGrayLevel[0.9],FrameTrue],"",{{i,40,Style["ImageSize",14]},20,60,5,RadioButton},"",​​AppearanceElements->None]

2.4. 테스트(testing_sample)

test=ImageResize[Import@SystemDialogInput["FileOpen",NotebookDirectory[]],120]
SetterBar[Dynamic[select2],Range[5]]
ai[test,select2]
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