def getDataSet():
cImage = processing.image()
cProcess = processing.processing()
cExcel = processing.excel()
cFile = processing.file()
files = cFile.readFolder('Data Batik')
for x in files:
length = len(x)
num = (x[length-5])
extension = x.split('.')[1]
if extension != 'jpg':
continue
if int(num) == 5 or int(num) == 6 :
continue
else:
path = 'Data Batik/'+x
image = cImage.readImage(path)
imageGray = cImage.toGrayScale(image)
imageHSV = cImage.toHSV(image)
imageBinary = cImage.toBinary(imageGray)
data = cProcess.getFeature(imageBinary,imageHSV)
path = x
data.append(path)
cExcel.write('dataset.xls',data)
def getRetrieve(input):
cImage = processing.image()
cProcess = processing.processing()
cExcel = processing.excel()
dataset = cExcel.readDataSet('dataset.xls')
image = cImage.readImage(input)
imageGray = cImage.toGrayScale(image)
imageHSV = cImage.toHSV(image)
imageBinary = cImage.toBinary(imageGray)
data = cProcess.getFeature(imageBinary,imageHSV)
res = cProcess.getRetrieve(data,dataset)
for x in range(0,4):
print res[x]
def getRetrieveAll():
cImage = processing.image()
cProcess = processing.processing()
cExcel = processing.excel()
cFile = processing.file()
files = cFile.readFolder('Data Batik')
dataset = cExcel.readDataSet('dataset.xls')
counter = 0
for x in files:
length = len(x)
num = (x[length-5])
extension = x.split('.')[1]
if extension != 'jpg':
continue
if int(num) == 5 or int(num) == 6 :
path = 'Data Batik/'+x
image = cImage.readImage(path)
imageGray = cImage.toGrayScale(image)
imageHSV = cImage.toHSV(image)
imageBinary = cImage.toBinary(imageGray)
data = cProcess.getFeature(imageBinary,imageHSV)
res = cProcess.getRetrieve(data,dataset)
if counter == 0:
name = []
name.append('')
for y in res:
name.append(y[0])
name.append('')
name.append('')
name.append('')
name.append('')
name.append('')
name.append('recall')
name.append('precission')
cExcel.write('hasil.xls',name)
counter+=1
inp = []
inp.append(x)
for y in res :
inp.append(y[1])
res = cProcess.getSort(res)
inp.append('')
listHasil = []
for y in range(0,4) :
inp.append(res[y][0])
listHasil.append(res[y][0])
path = 'Data Batik/'
rec,pres = cProcess.getRecallPrecission(x,listHasil,path)
inp.append(rec)
inp.append(pres)
cExcel.write('hasil.xls',inp)
def makeGraph(file):
file = file
excel = pr.excel()
heuristic = pr.heuristic()
rawData = excel.readData(file)
dataDependency = heuristic.getMatrixDependecy(copy.deepcopy(rawData))
dataMeasure = heuristic.getMatrixDependencyMeasure(copy.deepcopy(dataDependency))
dataOverLap, dataCountOverLap = heuristic.getOverlap(copy.deepcopy(rawData))
dataMeasureOverlap = heuristic.multipleList2D(copy.deepcopy(dataOverLap),copy.deepcopy(dataMeasure))
RBT,POT,DT = heuristic.getRBTPOTDT(copy.deepcopy(dataDependency), copy.deepcopy(dataMeasureOverlap))
data1Loop,data2Loop = heuristic.getLoop(copy.deepcopy(rawData))
graph = heuristic.getInitGraph(copy.deepcopy(rawData))
graph = heuristic.makeGraph(rawData,graph,dataMeasure,DT)
graph = heuristic.getRelation(rawData,graph,dataDependency,dataCountOverLap,dataMeasureOverlap)
graph = heuristic.makeGraph(rawData,graph,data1Loop,1)
graph = heuristic.makeGraphLoop(rawData,graph,data1Loop,data2Loop,POT)
return graph