added script to review files flagged for uncertianty

fixer.py

@@ -0,0 +1,30 @@
+import cv2
+import pytesseract
+import os
+import numpy
+directory = 'images'
+
+# iterate over files in
+# that directory
+pattern = 'review' # Replace with your target substring
+matching_files = [f for f in os.listdir(directory) if pattern in f]
+
+for files in os.listdir(directory):
+    if files.__contains__(pattern):
+        f = os.path.join(directory, files)
+        print(f)
+        image = cv2.imread(f, 0)
+        thresh = 255 - cv2.threshold(image, 0, 255, cv2.THRESH_BINARY_INV + cv2.THRESH_OTSU)[1]
+        #bottom 2 locations
+        ROI1 = thresh[1383:1447,77:154] 
+        ROI2 = thresh[1383:1447,950:1027]
+        ROI = cv2.hconcat([ROI1, ROI2])
+        cv2.imshow('Review', ROI)
+        cv2.waitKey(1)
+        manpage = input("please input the page number")
+        if os.path.isfile(f'images/{manpage}.jpg') == True:
+            rng = numpy.random.default_rng().random()
+            os.rename (f'images/{manpage}.jpg', f'images/{manpage}.review-{rng}.jpg')
+            os.rename(f'{f}', f'images/{manpage}.jpg')
+        elif os.path.isfile(f'images/{manpage}.jpg') == False:
+            os.rename(f'{f}', f'images/{manpage}.jpg')