我应该怎么做才能识别七段显示器中的数字？

Question

I'am working on a project to take pictures of the electricity meter reading and process the image to recognize the numbers and upload it to the cloud.

   import cv2
   import numpy as np
   from matplotlib import pyplot as plt 
   from PIL import Image 


   image = cv2.imread('meter1.jpg')
   gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
   cv2.imshow('Original image',image)


   cv2.imshow('Gray image', gray)

   threshold = cv2.adaptiveThreshold(gray, 255, cv2.ADAPTIVE_THRESH_GAUSSIAN_C,cv2.THRESH_BINARY, 83, 5) 
   cv2.imshow('Adaptive Gaussian', threshold) 

   cv2.imwrite('Binary.png',threshold)

   cv2.waitKey(0)
   cv2.destroyAllWindows()

This is the code I have written so far which converts RGB image to grayscale and then used adaptive thresholding

This the image I used

What should I do next? Should I use tesseract OCR? What are the ways to extract these digits or numbers

This is the image I got after running the code

Please help on how to proceed from this stage

Answer 1

Just check a point (or mean of a small ROI inside a segment) in each segment to recognize which digit is displayed.