label_reader you can know more about the code from the medium article part 1 : https://medium.com/ak-thomas/label-reading-from-cardboard-box-using-cv2-and-deeplearning-libraries-6673f6c04b4f part 2 : https://medium.com/ak-thomas/label-reading-from-cardboard-box-using-cv2-and-deeplearning-libraries-db767a2a8ca3 Components: Hed to detect edges of the label Find the text boxes using east edge detection model Merge the similar boxes Pytesseract OCR on the boxes to find the text