""" text_detection_module """ def detect_text(image, languages: list = ["en"]): """ Detects and extracts text from a given image. Parameters: image (PIL Image): The input image to extract text from. lahguages (list): A list of languages to detect text in. Defaults to ["en"]. List of languages can be found here: https://github.com/VikParuchuri/surya/blob/master/surya/languages.py Returns: str: The extracted text from the image. Notes: Model weights will automatically download the first time you run this function. """ try: from surya.ocr import run_ocr from surya.model.detection.model import (load_model as load_det_model, load_processor as load_det_processor) from surya.model.recognition.model import load_model as load_rec_model from surya.model.recognition.processor import load_processor as load_rec_processor except: raise ImportError("The dependencies for screenshot scraping are not installed. Please install them using `pip install scrapegraphai[screenshot_scraper]`.") langs = languages det_processor, det_model = load_det_processor(), load_det_model() rec_model, rec_processor = load_rec_model(), load_rec_processor() predictions = run_ocr([image], [langs], det_model, det_processor, rec_model, rec_processor) text = "\n".join([line.text for line in predictions[0].text_lines]) return text