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import os |
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import time |
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import glob |
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import pyperclip as pc |
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from pix2text import set_logger, Pix2Text, merge_line_texts, render_html |
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logger = set_logger(log_level='DEBUG') |
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SCREENSHOT_DIR = os.getenv( |
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"SCREENSHOT_DIR", '/Users/king/Pictures/screenshot_from_xnip' |
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) |
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thresholds = { |
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'formula2general': 0.65, |
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'english2general': 0.75, |
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} |
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config = dict(analyzer=dict(model_name='mfd-1.5'), thresholds=thresholds) |
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P2T = Pix2Text.from_config(config) |
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def get_newest_fp_time(screenshot_dir): |
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fn_list = glob.glob1(screenshot_dir, '*g') |
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fp_list = [os.path.join(screenshot_dir, fn) for fn in fn_list] |
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if not fp_list: |
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return None, None |
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fp_list.sort(key=lambda fp: os.path.getmtime(fp), reverse=True) |
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return fp_list[0], os.path.getmtime(fp_list[0]) |
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def recognize(screenshot_dir, delta_interval): |
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while True: |
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newest_fp, newest_mod_time = get_newest_fp_time(screenshot_dir) |
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if ( |
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newest_mod_time is not None |
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and time.time() - newest_mod_time < delta_interval |
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): |
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logger.info(f'analyzing screenshot file {newest_fp}') |
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image_type, result = _recognize_newest(newest_fp) |
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logger.info('image type: %s, image text: %s', image_type, result) |
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if result: |
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pc.copy(result) |
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time.sleep(1) |
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def _recognize_newest(newest_fp): |
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res = P2T.recognize( |
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newest_fp, |
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use_analyzer=True, |
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save_analysis_res='./analysis_res.jpg', |
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embed_sep=(' $$', '$$ '), |
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isolated_sep=('\n', '\n'), |
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) |
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if len(res) == 1: |
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return res[0]['type'], res[0]['text'] |
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elif len(res) > 1: |
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box_types = set([info['type'] for info in res]) |
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if len(box_types) > 1: |
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image_type = 'hybrid' |
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else: |
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image_type = list(box_types)[0] |
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text = merge_line_texts(res, auto_line_break=True) |
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return image_type, text |
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return 'general', '' |
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if __name__ == '__main__': |
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recognize(SCREENSHOT_DIR, 1.05) |
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