OCR

By RaghuRama BL

#GRIPJAN21

Task1 Object Detection / Optical Character Recognition (ORC)

since I am still a biginner I Choose This Task out of given Tasks

Thanks For Sparks Foundation For Giving me This oppertunity

Importing Libraries

import cv2 import pytesseract

pytesseract.pytesseract.tesseract_cmd = r'C:\Program Files\Tesseract-OCR\tesseract.exe'

reading the image

image = cv2.imread("Distorted.PNG")

Processing the image

greayScale

def get_grayscale(image): return cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)

thresholding

def thresholding(image): return cv2.adaptiveThreshold(gray, 255, cv2.ADAPTIVE_THRESH_GAUSSIAN_C, cv2.THRESH_BINARY, 31, 11)

gray = get_grayscale(image) thresh = thresholding(gray)

Converting The Processed image To Text

text = pytesseract.image_to_string(gray) print(text) cv2.imshow("image", gray) cv2.waitKey(0)