update to read_qrcodes.py

1) included code to read qr from four 90 degree rotations for improved robustness of read
2) exlarged the region to read qr codes from.  This is a delicate balance between excluding irrelevant text that may confuse the qr code reader and
cutting off pieces of the qr code that have been wobbled by the scanner
3) included code for manual entry of the filenames for student's quizzes that cannot be deciphered by the qr code reader
This commit is contained in:
tom_taylor 2024-09-21 23:08:53 +00:00
parent ea2a8c7d1a
commit 23bc89dab6

View File

@ -1,5 +1,7 @@
from os import chdir, listdir
import numpy as np
from time import gmtime
def regulater(binary_array) :
if not (len(binary_array.shape) == 2 and set([itm for row in binary_array for itm in row]) <= set([0,255]) ):
print('binary_array is not two dimensional or not binary', len(binary_array.shape), set([itm for row in binary_array for itm in row]))
@ -31,16 +33,25 @@ def read_qrcodes(pdfdoc, inventory, pagenum=0) :
csvreader = csv.reader(invent, delimiter = '\t')
for line in csvreader :
try :
student_inventory[ line[ 4 ] ] = line[ 5 ]
serial_number = line[4]
filename = line[5]
#student_inventory[ line[0] ] = line[ 1 ]
except IndexError :
print('index error', line)
raise IndexError
if len(line) == 0 :
continue
else :
print('index error csv', line)
raise IndexError
else :
student_inventory[ line[ 4 ] ] = line[ 5 ]
print('inventory', student_inventory)
doc = fitz.open(pdfdoc)
print('doc_length',doc.page_count)
mat = fitz.Matrix(8.0,8.0)
clip = fitz.Rect( (480,5), (600,110) )
clip = fitz.Rect( (480,5), (630,120) )
#(650,120)
qcd = cv2.QRCodeDetector()
pageno = pagenum
assignment = {}
@ -56,31 +67,44 @@ def read_qrcodes(pdfdoc, inventory, pagenum=0) :
kernel = np.ones((3,3),dtype=np.uint8)
ret,thresh = cv2.threshold(gray,200,255,cv2.THRESH_BINARY)
thresh=cv2.bitwise_not(cv2.dilate(cv2.erode(cv2.bitwise_not(thresh),kernel,iterations=1),kernel,iterations=1))
data = qcd.detectAndDecodeMulti(thresh)
if data[0] == True and data[1][0]!='':
assignment[pageno] = data[1]
data = []
for k in range(4) :
dat = qcd.detectAndDecodeMulti(np.rot90(thresh,k))
if dat[0] == True :
data += [dat[1]]
if len(set(data)) == 1 and data[0]!=('',):
print(data)
assignment[pageno] = data[0]
newdoc = fitz.open()
newdoc.insert_pdf(doc,from_page=indx, to_page=indx, start_at=-1, rotate=-1, links=True, annots=True)
newbytes = newdoc.tobytes()
newbytes = newdoc.tobytes(garbage=4,deflate=True,deflate_images=True, deflate_fonts=True)
try :
newfilename = student_inventory[data[1][0]]
except KeyError :
print('key error', pageno)
pageno += 1
continue
except IndexError :
print('index error', pageno, data)
else :
with open('/home/tomtaylor/exams_/quiz2/'+student_inventory[data[1][0]], 'wb') as f:
'''it would be good to downsample this for smaller filesize'''
with open('/path/to/directory/to/store/student/quizzes/'+newfilename, 'wb') as f:
f.write(newbytes)
else :
weirds += [pageno]
print("I can't read the qr code at page number " + str(pageno+1) +", could you enter the filename for me?")
img = Image.fromarray(thresh.astype('uint8'))
'''we want to keep an eye on any unreadable qr codes so we can keep track of what goes wrong'''
img.save('/path/to/store/weird/qrs/'+str(gmtime().tm_yday)+'_'+str(pageno)+'.jpg')
img.show()
newfilename = input('page '+str(pageno+1)+'-->')
newdoc = fitz.open()
newdoc.insert_pdf(doc,from_page=indx, to_page=indx, start_at=-1, rotate=-1, links=True, annots=True)
newbytes = newdoc.tobytes()
with open('/home/tomtaylor/exams_/quiz2/'+str(pageno)+'.pdf', 'wb') as f:
with open('/path/to/directory/to/store/student/quizzes/' + newfilename, 'wb') as f:
f.write(newbytes)
img = Image.fromarray(thresh.astype('uint8'))
img.show()
pageno += 1
return (assignment, weirds, pageno)
@ -89,7 +113,7 @@ def read_qrcodes(pdfdoc, inventory, pagenum=0) :
if __name__=='__main__' :
inventory = []
outp = {}
assignment,weirds,pageno = read_qrcodes('/path/to/yourquiz_scan.pdf', '/.csv')
assignment,weirds,pageno = read_qrcodes('/path/to/scanned/quizzes/somefilename.pdf', '/path/to/inventory/file/q4_inventory_mat343.txt')
print('pageno', pageno)
for ky,val in assignment.items() :
outp[ ky ] = val