Create TextSimple.py

Author: murtazahassan

Intermediate/TextDetection/TextSimple.py

@@ -0,0 +1,27 @@
+import cv2
+import pytesseract
+import numpy as np
+from PIL import ImageGrab
+import time
+
+
+pytesseract.pytesseract.tesseract_cmd = 'C:\\Program Files\\Tesseract-OCR\\tesseract.exe'
+img = cv2.imread('1.png')
+img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
+
+#############################################
+#### Detecting Characters  ######
+#############################################
+hImg, wImg,_ = img.shape
+boxes = pytesseract.image_to_boxes(img)
+for b in boxes.splitlines():
+    print(b)
+    b = b.split(' ')
+    print(b)
+    x, y, w, h = int(b[1]), int(b[2]), int(b[3]), int(b[4])
+    cv2.rectangle(img, (x,hImg- y), (w,hImg- h), (50, 50, 255), 2)
+    cv2.putText(img,b[0],(x,hImg- y+25),cv2.FONT_HERSHEY_SIMPLEX,1,(50,50,255),2)
+
+
+cv2.imshow('img', img)
+cv2.waitKey(0)