# https://learn.microsoft.com/en-us/windows/powertoys/text-extractor#how-to-query-for-ocr-language-packs import platform if platform.system() == 'Windows' and platform.version() >= '10.0.10240.0': try: from winsdk.windows.media.ocr import OcrEngine from winsdk.windows.globalization import Language from winsdk.windows.storage.streams import DataWriter from winsdk.windows.graphics.imaging import SoftwareBitmap, BitmapPixelFormat import numpy as np import cv2, asyncio from typing import List from .base import register_OCR, OCRBase, LOGGER, TextBlock def get_supported_language_packs(): return list(OcrEngine.available_recognizer_languages) def ocr(byte, width, height, lang='en'): writer = DataWriter() writer.write_bytes(byte) sb = SoftwareBitmap.create_copy_from_buffer(writer.detach_buffer(), BitmapPixelFormat.RGBA8, width, height) return OcrEngine.try_create_from_language(Language(lang)).recognize_async(sb) async def coroutine(awaitable): return await awaitable winocr_available_recognizer_languages = get_supported_language_packs() if len(winocr_available_recognizer_languages) > 0: class WindowsOCR: lang = winocr_available_recognizer_languages[0].language_tag def __call__(self, img: np.ndarray) -> str: img = cv2.cvtColor(img, cv2.COLOR_RGB2RGBA) w, h = img.shape[1], img.shape[0] return asyncio.run(coroutine(ocr(img.tobytes(), w, h, self.lang))).text languages_display_name = [lang.display_name for lang in winocr_available_recognizer_languages] languages_tag = [lang.language_tag for lang in winocr_available_recognizer_languages] @register_OCR('windows_ocr') class OCRWindows(OCRBase): params = { 'language': { 'type':'selector', 'options': languages_display_name, 'value': languages_display_name[0], } } language = languages_display_name[0] def __init__(self, **params) -> None: super().__init__(**params) self.engine = WindowsOCR() self.engine.lang = self.get_engine_lang() def get_engine_lang(self) -> str: language = self.params['language']['value'] tag_name = languages_tag[languages_display_name.index(language)] return tag_name def ocr_img(self, img: np.ndarray) -> str: self.engine(img) def _ocr_blk_list(self, img: np.ndarray, blk_list: List[TextBlock], *args, **kwargs) -> None: im_h, im_w = img.shape[:2] for blk in blk_list: x1, y1, x2, y2 = blk.xyxy if y2 < im_h and x2 < im_w and \ x1 > 0 and y1 > 0 and x1 < x2 and y1 < y2: blk.text = self.engine(img[y1:y2, x1:x2]) else: self.logger.warning('invalid textbbox to target img') blk.text = [''] def updateParam(self, param_key: str, param_content): super().updateParam(param_key, param_content) self.engine.lang = self.get_engine_lang() else: LOGGER.warning(f'No supported language packs found for windows, Windows OCR will be unavailable.') except Exception as e: LOGGER.error(f'Failed to initialize windows OCR:') LOGGER.error(e)