PILで簡単な画像デジタル認識

2394 ワード


#coding:gbk
'''
Created on 2009-7-7

@author: yuhai
'''
import StringIO
import Image,os
import editdist

dic={}


def readimg(imgpath):
buffer=StringIO.StringIO();
im = Image.open(imgpath)
for y in range(20):
for x in range(9):
v= im.getpixel((x,y))
if v<200:buffer.write('1')
else : buffer.write('0')
buffer.seek(0)
return buffer.read()

def regimg(imgpath):
im = Image.open(imgpath).convert('L')
result=StringIO.StringIO()
for i in range(4):
tmp =im.crop((i*9,0,i*10+10,20))
s=StringIO.StringIO()
tmp.save(s,"JPEG")
s.seek(0)
v=readimg(s)
idx=0
score=editdist.distance(v,dic[0])
for j in range(1,10):
tmp=editdist.distance(v,dic[j])
if tmp score=tmp
idx=j
result.write(str(idx))
result.seek(0)
return result.read()
def init():
f=open('./data','w')
for i in range(10):
dic[i]= readimg('e:/'+str(i)+'.bmp')
f.write(dic[i])
f.write('
')
f.close()

def readdata():
f=open('./data','r')
i=0
for line in f.readlines():
dic[i]= line.strip()
i=i+1
f.close()

def test():
files = os.listdir('e:/img/')
redic=[]
for f in files:
if f.find('.bmp') !=-1:
result=regimg('e:/img/'+f)
if f==result+'.bmp':
redic.append(f)
print f,result
print 'correct %s' % len(redic)

def getcontent(imgpath):
im = Image.open(imgpath).convert('L')
print im.size
box=(10,0,19,20)
t=im.crop(box)
t.save('e:/5.bmp', "JPEG")

if __name__ == '__main__':
#getcontent('e:/img/1560.bmp')
#init()
readdata()
test()