ocr.py

import pytesseract
import os
import sys


def read_image(img_path, lang='eng'):
    """
    Performs OCR on a single image
    :img_path: str, path to the image file
    :lang: str, language to be used while conversion (optional, default is english)
    Returns
    :text: str, converted text from image
    """

    try:
        pytesseract.pytesseract.tesseract_cmd = r'C:\Users\ASUS\AppData\Roaming\Python\Python310\Scripts'
        return pytesseract.image_to_string(img_path, lang=lang)
    except:
        return "[ERROR] Unable to process file: {0}".format(img_path)

def read_images_from_dir(dir_path, lang='eng', write_to_file=False):
    """
    Performs OCR on all images present in a directory
    :dir_path: str, path to the directory of images
    :lang: str, language to be used while conversion (optional, default is english)
    Returns
    :converted_text: dict, mapping of filename to converted text for each image
    """

    converted_text = {}
    for file_ in os.listdir(dir_path):
        if file_.endswith(('png', 'jpeg', 'jpg')):
            text = read_image(os.path.join(dir_path, file_), lang=lang)
            converted_text[os.path.join(dir_path, file_)] = text
    if write_to_file:
        for file_path, text in converted_text.items():
            _write_to_file(text, os.path.splitext(file_path)[0] + ".txt")
    return converted_text

def _write_to_file(text, file_path):
    """
    Helper method to write text to a file
    """
    print("[INFO] Writing text to file: {0}".format(file_path))
    with open(file_path, 'w') as fp:
        fp.write(text)


if __name__ == '__main__':
    if len(sys.argv) == 1:
        print("python3 ocr.py <path>")
        print("Provide the path to an image or the path to a directory containing images")
        exit(1)

    if os.path.isdir(sys.argv[1]):
        converted_text_map = read_images_from_dir(sys.argv[1], write_to_file=True)
    elif os.path.exists(sys.argv[1]):
        print(read_image(sys.argv[1]))
    else:
        print("Unable to process this file. Please check if it exists and is readable.")