Image-Recognition/imagerec9.py at master · PythonProgramming/Image-Recognition · GitHub

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fromPILimportImage
importnumpyasnp
importmatplotlib.pyplotasplt
importtime
####awwww yeeeeuuhhhhhhh#####
fromcollectionsimportCounter


defcreateExamples():
numberArrayExamples=open('numArEx.txt','a')
numbersWeHave=range(1,10)
foreachNuminnumbersWeHave:
forfurtherNuminnumbersWeHave:
print(str(eachNum)+'.'+str(furtherNum))
imgFilePath='images/numbers/'+str(eachNum)+'.'+str(furtherNum)+'.png'
ei=Image.open(imgFilePath)
eiar=np.array(ei)
eiarl=str(eiar.tolist())


#time.sleep(555)
lineToWrite=str(eachNum)+'::'+eiarl+'\n'
numberArrayExamples.write(lineToWrite)


defthreshold(imageArray):
balanceAr= []
newAr=imageArray
foreachPartinimageArray:
forthePartsineachPart:
avgNum=reduce(lambdax, y: x+y, theParts[:3]) /len(theParts[:3])
balanceAr.append(avgNum)
balance=reduce(lambdax, y: x+y, balanceAr) /len(balanceAr)
foreachRowinnewAr:
foreachPixineachRow:
ifreduce(lambdax, y: x+y, eachPix[:3]) /len(eachPix[:3]) >balance:
eachPix[0] =255
eachPix[1] =255
eachPix[2] =255
eachPix[3] =255
else:
eachPix[0] =0
eachPix[1] =0
eachPix[2] =0
eachPix[3] =255
returnnewAr


defwhatNumIsThis(filePath):

matchedAr= []
loadExamps=open('numArEx.txt','r').read()
loadExamps=loadExamps.split('\n')

i=Image.open(filePath)
iar=np.array(i)
iarl=iar.tolist()

inQuestion=str(iarl)


#dont forget to clear out that array!!!!#
foreachExampleinloadExamps:
try:
splitEx=eachExample.split('::')
currentNum=splitEx[0]
currentAr=splitEx[1]
#print currentAr

#okay not the most professional way to do it, but
#since we are not blurring, and we are going pixil by pix,
#this will be fine and very simple.
eachPixEx=currentAr.split('],')
eachPixInQ=inQuestion.split('],')

x=0

whilex<len(eachPixEx):
ifeachPixEx[x] ==eachPixInQ[x]:
matchedAr.append(int(currentNum))

x+=1
exceptExceptionase:
print(str(e))

print(matchedAr)
x=Counter(matchedAr)
print(x)
print(x[0])


whatNumIsThis('images/test.png')


#createExamples()
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fromPILimportImage
importnumpyasnp
importmatplotlib.pyplotasplt
importtime
####awwww yeeeeuuhhhhhhh#####
fromcollectionsimportCounter


defcreateExamples():
numberArrayExamples=open('numArEx.txt','a')
numbersWeHave=range(1,10)
foreachNuminnumbersWeHave:
forfurtherNuminnumbersWeHave:
print(str(eachNum)+'.'+str(furtherNum))
imgFilePath='images/numbers/'+str(eachNum)+'.'+str(furtherNum)+'.png'
ei=Image.open(imgFilePath)
eiar=np.array(ei)
eiarl=str(eiar.tolist())


#time.sleep(555)
lineToWrite=str(eachNum)+'::'+eiarl+'\n'
numberArrayExamples.write(lineToWrite)


defthreshold(imageArray):
balanceAr= []
newAr=imageArray
foreachPartinimageArray:
forthePartsineachPart:
avgNum=reduce(lambdax, y: x+y, theParts[:3]) /len(theParts[:3])
balanceAr.append(avgNum)
balance=reduce(lambdax, y: x+y, balanceAr) /len(balanceAr)
foreachRowinnewAr:
foreachPixineachRow:
ifreduce(lambdax, y: x+y, eachPix[:3]) /len(eachPix[:3]) >balance:
eachPix[0] =255
eachPix[1] =255
eachPix[2] =255
eachPix[3] =255
else:
eachPix[0] =0
eachPix[1] =0
eachPix[2] =0
eachPix[3] =255
returnnewAr


defwhatNumIsThis(filePath):

matchedAr= []
loadExamps=open('numArEx.txt','r').read()
loadExamps=loadExamps.split('\n')

i=Image.open(filePath)
iar=np.array(i)
iarl=iar.tolist()

inQuestion=str(iarl)


#dont forget to clear out that array!!!!#
foreachExampleinloadExamps:
try:
splitEx=eachExample.split('::')
currentNum=splitEx[0]
currentAr=splitEx[1]
#print currentAr

#okay not the most professional way to do it, but
#since we are not blurring, and we are going pixil by pix,
#this will be fine and very simple.
eachPixEx=currentAr.split('],')
eachPixInQ=inQuestion.split('],')

x=0

whilex<len(eachPixEx):
ifeachPixEx[x] ==eachPixInQ[x]:
matchedAr.append(int(currentNum))

x+=1
exceptExceptionase:
print(str(e))

print(matchedAr)
x=Counter(matchedAr)
print(x)
print(x[0])


whatNumIsThis('images/test.png')


#createExamples()
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fromPILimportImage
importnumpyasnp
importmatplotlib.pyplotasplt
importtime
####awwww yeeeeuuhhhhhhh#####
fromcollectionsimportCounter


defcreateExamples():
numberArrayExamples=open('numArEx.txt','a')
numbersWeHave=range(1,10)
foreachNuminnumbersWeHave:
forfurtherNuminnumbersWeHave:
print(str(eachNum)+'.'+str(furtherNum))
imgFilePath='images/numbers/'+str(eachNum)+'.'+str(furtherNum)+'.png'
ei=Image.open(imgFilePath)
eiar=np.array(ei)
eiarl=str(eiar.tolist())


#time.sleep(555)
lineToWrite=str(eachNum)+'::'+eiarl+'\n'
numberArrayExamples.write(lineToWrite)


defthreshold(imageArray):
balanceAr= []
newAr=imageArray
foreachPartinimageArray:
forthePartsineachPart:
avgNum=reduce(lambdax, y: x+y, theParts[:3]) /len(theParts[:3])
balanceAr.append(avgNum)
balance=reduce(lambdax, y: x+y, balanceAr) /len(balanceAr)
foreachRowinnewAr:
foreachPixineachRow:
ifreduce(lambdax, y: x+y, eachPix[:3]) /len(eachPix[:3]) >balance:
eachPix[0] =255
eachPix[1] =255
eachPix[2] =255
eachPix[3] =255
else:
eachPix[0] =0
eachPix[1] =0
eachPix[2] =0
eachPix[3] =255
returnnewAr


defwhatNumIsThis(filePath):

matchedAr= []
loadExamps=open('numArEx.txt','r').read()
loadExamps=loadExamps.split('\n')

i=Image.open(filePath)
iar=np.array(i)
iarl=iar.tolist()

inQuestion=str(iarl)


#dont forget to clear out that array!!!!#
foreachExampleinloadExamps:
try:
splitEx=eachExample.split('::')
currentNum=splitEx[0]
currentAr=splitEx[1]
#print currentAr

#okay not the most professional way to do it, but
#since we are not blurring, and we are going pixil by pix,
#this will be fine and very simple.
eachPixEx=currentAr.split('],')
eachPixInQ=inQuestion.split('],')

x=0

whilex<len(eachPixEx):
ifeachPixEx[x] ==eachPixInQ[x]:
matchedAr.append(int(currentNum))

x+=1
exceptExceptionase:
print(str(e))

print(matchedAr)
x=Counter(matchedAr)
print(x)
print(x[0])


whatNumIsThis('images/test.png')


#createExamples()
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fromPILimportImage
importnumpyasnp
importmatplotlib.pyplotasplt
importtime
####awwww yeeeeuuhhhhhhh#####
fromcollectionsimportCounter


defcreateExamples():
numberArrayExamples=open('numArEx.txt','a')
numbersWeHave=range(1,10)
foreachNuminnumbersWeHave:
forfurtherNuminnumbersWeHave:
print(str(eachNum)+'.'+str(furtherNum))
imgFilePath='images/numbers/'+str(eachNum)+'.'+str(furtherNum)+'.png'
ei=Image.open(imgFilePath)
eiar=np.array(ei)
eiarl=str(eiar.tolist())


#time.sleep(555)
lineToWrite=str(eachNum)+'::'+eiarl+'\n'
numberArrayExamples.write(lineToWrite)


defthreshold(imageArray):
balanceAr= []
newAr=imageArray
foreachPartinimageArray:
forthePartsineachPart:
avgNum=reduce(lambdax, y: x+y, theParts[:3]) /len(theParts[:3])
balanceAr.append(avgNum)
balance=reduce(lambdax, y: x+y, balanceAr) /len(balanceAr)
foreachRowinnewAr:
foreachPixineachRow:
ifreduce(lambdax, y: x+y, eachPix[:3]) /len(eachPix[:3]) >balance:
eachPix[0] =255
eachPix[1] =255
eachPix[2] =255
eachPix[3] =255
else:
eachPix[0] =0
eachPix[1] =0
eachPix[2] =0
eachPix[3] =255
returnnewAr


defwhatNumIsThis(filePath):

matchedAr= []
loadExamps=open('numArEx.txt','r').read()
loadExamps=loadExamps.split('\n')

i=Image.open(filePath)
iar=np.array(i)
iarl=iar.tolist()

inQuestion=str(iarl)


#dont forget to clear out that array!!!!#
foreachExampleinloadExamps:
try:
splitEx=eachExample.split('::')
currentNum=splitEx[0]
currentAr=splitEx[1]
#print currentAr

#okay not the most professional way to do it, but
#since we are not blurring, and we are going pixil by pix,
#this will be fine and very simple.
eachPixEx=currentAr.split('],')
eachPixInQ=inQuestion.split('],')

x=0

whilex<len(eachPixEx):
ifeachPixEx[x] ==eachPixInQ[x]:
matchedAr.append(int(currentNum))

x+=1
exceptExceptionase:
print(str(e))

print(matchedAr)
x=Counter(matchedAr)
print(x)
print(x[0])


whatNumIsThis('images/test.png')


#createExamples()
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fromPILimportImage
importnumpyasnp
importmatplotlib.pyplotasplt
importtime
####awwww yeeeeuuhhhhhhh#####
fromcollectionsimportCounter


defcreateExamples():
numberArrayExamples=open('numArEx.txt','a')
numbersWeHave=range(1,10)
foreachNuminnumbersWeHave:
forfurtherNuminnumbersWeHave:
print(str(eachNum)+'.'+str(furtherNum))
imgFilePath='images/numbers/'+str(eachNum)+'.'+str(furtherNum)+'.png'
ei=Image.open(imgFilePath)
eiar=np.array(ei)
eiarl=str(eiar.tolist())


#time.sleep(555)
lineToWrite=str(eachNum)+'::'+eiarl+'\n'
numberArrayExamples.write(lineToWrite)


defthreshold(imageArray):
balanceAr= []
newAr=imageArray
foreachPartinimageArray:
forthePartsineachPart:
avgNum=reduce(lambdax, y: x+y, theParts[:3]) /len(theParts[:3])
balanceAr.append(avgNum)
balance=reduce(lambdax, y: x+y, balanceAr) /len(balanceAr)
foreachRowinnewAr:
foreachPixineachRow:
ifreduce(lambdax, y: x+y, eachPix[:3]) /len(eachPix[:3]) >balance:
eachPix[0] =255
eachPix[1] =255
eachPix[2] =255
eachPix[3] =255
else:
eachPix[0] =0
eachPix[1] =0
eachPix[2] =0
eachPix[3] =255
returnnewAr


defwhatNumIsThis(filePath):

matchedAr= []
loadExamps=open('numArEx.txt','r').read()
loadExamps=loadExamps.split('\n')

i=Image.open(filePath)
iar=np.array(i)
iarl=iar.tolist()

inQuestion=str(iarl)


#dont forget to clear out that array!!!!#
foreachExampleinloadExamps:
try:
splitEx=eachExample.split('::')
currentNum=splitEx[0]
currentAr=splitEx[1]
#print currentAr

#okay not the most professional way to do it, but
#since we are not blurring, and we are going pixil by pix,
#this will be fine and very simple.
eachPixEx=currentAr.split('],')
eachPixInQ=inQuestion.split('],')

x=0

whilex<len(eachPixEx):
ifeachPixEx[x] ==eachPixInQ[x]:
matchedAr.append(int(currentNum))

x+=1
exceptExceptionase:
print(str(e))

print(matchedAr)
x=Counter(matchedAr)
print(x)
print(x[0])


whatNumIsThis('images/test.png')


#createExamples()
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fromPILimportImage
importnumpyasnp
importmatplotlib.pyplotasplt
importtime
####awwww yeeeeuuhhhhhhh#####
fromcollectionsimportCounter


defcreateExamples():
numberArrayExamples=open('numArEx.txt','a')
numbersWeHave=range(1,10)
foreachNuminnumbersWeHave:
forfurtherNuminnumbersWeHave:
print(str(eachNum)+'.'+str(furtherNum))
imgFilePath='images/numbers/'+str(eachNum)+'.'+str(furtherNum)+'.png'
ei=Image.open(imgFilePath)
eiar=np.array(ei)
eiarl=str(eiar.tolist())


#time.sleep(555)
lineToWrite=str(eachNum)+'::'+eiarl+'\n'
numberArrayExamples.write(lineToWrite)


defthreshold(imageArray):
balanceAr= []
newAr=imageArray
foreachPartinimageArray:
forthePartsineachPart:
avgNum=reduce(lambdax, y: x+y, theParts[:3]) /len(theParts[:3])
balanceAr.append(avgNum)
balance=reduce(lambdax, y: x+y, balanceAr) /len(balanceAr)
foreachRowinnewAr:
foreachPixineachRow:
ifreduce(lambdax, y: x+y, eachPix[:3]) /len(eachPix[:3]) >balance:
eachPix[0] =255
eachPix[1] =255
eachPix[2] =255
eachPix[3] =255
else:
eachPix[0] =0
eachPix[1] =0
eachPix[2] =0
eachPix[3] =255
returnnewAr


defwhatNumIsThis(filePath):

matchedAr= []
loadExamps=open('numArEx.txt','r').read()
loadExamps=loadExamps.split('\n')

i=Image.open(filePath)
iar=np.array(i)
iarl=iar.tolist()

inQuestion=str(iarl)


#dont forget to clear out that array!!!!#
foreachExampleinloadExamps:
try:
splitEx=eachExample.split('::')
currentNum=splitEx[0]
currentAr=splitEx[1]
#print currentAr

#okay not the most professional way to do it, but
#since we are not blurring, and we are going pixil by pix,
#this will be fine and very simple.
eachPixEx=currentAr.split('],')
eachPixInQ=inQuestion.split('],')

x=0

whilex<len(eachPixEx):
ifeachPixEx[x] ==eachPixInQ[x]:
matchedAr.append(int(currentNum))

x+=1
exceptExceptionase:
print(str(e))

print(matchedAr)
x=Counter(matchedAr)
print(x)
print(x[0])


whatNumIsThis('images/test.png')


#createExamples()
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fromPILimportImage
importnumpyasnp
importmatplotlib.pyplotasplt
importtime
####awwww yeeeeuuhhhhhhh#####
fromcollectionsimportCounter


defcreateExamples():
numberArrayExamples=open('numArEx.txt','a')
numbersWeHave=range(1,10)
foreachNuminnumbersWeHave:
forfurtherNuminnumbersWeHave:
print(str(eachNum)+'.'+str(furtherNum))
imgFilePath='images/numbers/'+str(eachNum)+'.'+str(furtherNum)+'.png'
ei=Image.open(imgFilePath)
eiar=np.array(ei)
eiarl=str(eiar.tolist())


#time.sleep(555)
lineToWrite=str(eachNum)+'::'+eiarl+'\n'
numberArrayExamples.write(lineToWrite)


defthreshold(imageArray):
balanceAr= []
newAr=imageArray
foreachPartinimageArray:
forthePartsineachPart:
avgNum=reduce(lambdax, y: x+y, theParts[:3]) /len(theParts[:3])
balanceAr.append(avgNum)
balance=reduce(lambdax, y: x+y, balanceAr) /len(balanceAr)
foreachRowinnewAr:
foreachPixineachRow:
ifreduce(lambdax, y: x+y, eachPix[:3]) /len(eachPix[:3]) >balance:
eachPix[0] =255
eachPix[1] =255
eachPix[2] =255
eachPix[3] =255
else:
eachPix[0] =0
eachPix[1] =0
eachPix[2] =0
eachPix[3] =255
returnnewAr


defwhatNumIsThis(filePath):

matchedAr= []
loadExamps=open('numArEx.txt','r').read()
loadExamps=loadExamps.split('\n')

i=Image.open(filePath)
iar=np.array(i)
iarl=iar.tolist()

inQuestion=str(iarl)


#dont forget to clear out that array!!!!#
foreachExampleinloadExamps:
try:
splitEx=eachExample.split('::')
currentNum=splitEx[0]
currentAr=splitEx[1]
#print currentAr

#okay not the most professional way to do it, but
#since we are not blurring, and we are going pixil by pix,
#this will be fine and very simple.
eachPixEx=currentAr.split('],')
eachPixInQ=inQuestion.split('],')

x=0

whilex<len(eachPixEx):
ifeachPixEx[x] ==eachPixInQ[x]:
matchedAr.append(int(currentNum))

x+=1
exceptExceptionase:
print(str(e))

print(matchedAr)
x=Counter(matchedAr)
print(x)
print(x[0])


whatNumIsThis('images/test.png')


#createExamples()
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fromPILimportImage
importnumpyasnp
importmatplotlib.pyplotasplt
importtime
####awwww yeeeeuuhhhhhhh#####
fromcollectionsimportCounter


defcreateExamples():
numberArrayExamples=open('numArEx.txt','a')
numbersWeHave=range(1,10)
foreachNuminnumbersWeHave:
forfurtherNuminnumbersWeHave:
print(str(eachNum)+'.'+str(furtherNum))
imgFilePath='images/numbers/'+str(eachNum)+'.'+str(furtherNum)+'.png'
ei=Image.open(imgFilePath)
eiar=np.array(ei)
eiarl=str(eiar.tolist())


#time.sleep(555)
lineToWrite=str(eachNum)+'::'+eiarl+'\n'
numberArrayExamples.write(lineToWrite)


defthreshold(imageArray):
balanceAr= []
newAr=imageArray
foreachPartinimageArray:
forthePartsineachPart:
avgNum=reduce(lambdax, y: x+y, theParts[:3]) /len(theParts[:3])
balanceAr.append(avgNum)
balance=reduce(lambdax, y: x+y, balanceAr) /len(balanceAr)
foreachRowinnewAr:
foreachPixineachRow:
ifreduce(lambdax, y: x+y, eachPix[:3]) /len(eachPix[:3]) >balance:
eachPix[0] =255
eachPix[1] =255
eachPix[2] =255
eachPix[3] =255
else:
eachPix[0] =0
eachPix[1] =0
eachPix[2] =0
eachPix[3] =255
returnnewAr


defwhatNumIsThis(filePath):

matchedAr= []
loadExamps=open('numArEx.txt','r').read()
loadExamps=loadExamps.split('\n')

i=Image.open(filePath)
iar=np.array(i)
iarl=iar.tolist()

inQuestion=str(iarl)


#dont forget to clear out that array!!!!#
foreachExampleinloadExamps:
try:
splitEx=eachExample.split('::')
currentNum=splitEx[0]
currentAr=splitEx[1]
#print currentAr

#okay not the most professional way to do it, but
#since we are not blurring, and we are going pixil by pix,
#this will be fine and very simple.
eachPixEx=currentAr.split('],')
eachPixInQ=inQuestion.split('],')

x=0

whilex<len(eachPixEx):
ifeachPixEx[x] ==eachPixInQ[x]:
matchedAr.append(int(currentNum))

x+=1
exceptExceptionase:
print(str(e))

print(matchedAr)
x=Counter(matchedAr)
print(x)
print(x[0])


whatNumIsThis('images/test.png')


#createExamples()