o ,h!@s6ddlZddlZddZddZedkredSdS)NcCstjdd}|jddddtdd|jd tdd gdd d |jd tddd|jdtddd|jdtddd|jdtdd gddd |jdtdd gddd |jdtdd gddd |jdtdd gddd |jdtdd gddd |jdd dtd!d"|jd#tgd$d%d&d |jd'td(d)d|jd*td+d,d|jd-td.d/d|jd0tdd1d|jd2tdd3d|jd4td.d+gd+d5d |jd6tdd7d|jd8tdd gd d9d |jd:td;dd?d|jd@tdAdBd|jdCtdDdEd|jdFtdGdHd|jdItdGdJd|jdKtdLdMd|jdNtdOdPd|jdQtd>dRd|jdStdAdTd|jdUtdAdVd|jdWtdAdXd|jdYtdAdZd|jd[tdOd\d|jd]td>d^d|jd_tgd`ddad |}|S)bNzProcess EasyOCR.) descriptionz-lz--lang+Tz for languages)nargsrequiredtypehelpz--gpuFzUsing GPU (default: True))rchoicesdefaultrz--model_storage_directoryzDirectory for model (.pth) file)rr rz--user_network_directoryz"Directory for custom network filesz--recog_networkstandardzRecognition networksz--download_enabledzEnable Downloadz --detectorzInitialize text detector modulez --recognizerz!Initialize text recognizer modulez --verbosezPrint detail/warningz --quantizezUse dynamic quantizationz-fz--filez input file)rrrz --decoder)greedy beamsearchwordbeamsearchr zdecoder algorithmz --beamWidthzsize of beam searchz --batch_size batch_sizez --workersrznumber of processing cpu coresz --allowlistz4Force EasyOCR to recognize only subset of charactersz --blocklistzOBlock subset of character. This argument will be ignored if allowlist is given.z--detailzsimple output (default: 1)z--rotation_infozAllow EasyOCR to rotate each text box and return the one with the best confident score. Eligible values are 90, 180 and 270. For example, try [90, 180 ,270] for all possible text orientations.z --paragraphzCombine result into paragraphz --min_sizez3Filter text box smaller than minimum value in pixelz--contrast_thsg?zText box with contrast lower than this value will be passed into model 2 times. First is with original image and second with contrast adjusted to 'adjust_contrast' value. The one with more confident level will be returned as a result.z--adjust_contrastg?z/target contrast level for low contrast text boxz--text_thresholdgffffff?zText confidence thresholdz --low_textg?zText low-bound scorez--link_thresholdzLink confidence thresholdz --canvas_sizei zFMaximum image size. Image bigger than this value will be resized down.z --mag_ratiog?zImage magnification ratioz --slope_thszfMaximum slope (delta y/delta x) to considered merging. Low value means tiled boxes will not be merged.z --ycenter_thszNMaximum shift in y direction. Boxes with different level should not be merged.z --height_thsz[Maximum different in box height. Boxes with very different text size should not be merged. z --width_thsz+Maximum horizontal distance to merge boxes.z--y_thszAMaximum vertical distance to merge boxes (when paragraph = True).z--x_thszCMaximum horizontal distance to merge boxes (when paragraph = True).z --add_marginzxExtend bounding boxes in all direction by certain value. This is important for language with complex script (E.g. Thai).z--output_format)r dictjsonzoutput format.) argparseArgumentParser add_argumentstrboolintlistfloat parse_args)parserargsrF/var/www/html/scripts/venv/lib/python3.10/site-packages/easyocr/cli.pyrs rc Cs"t}tj|j|j|j|j|j|j|j |j |j |j d }|j |jfid|jd|jd|jd|jd|jd|jd|jd |jd |jd |jd |jd |jd|jd|jd|jd|jd|jd|j d|j!d|j"d|j#d|j$d|j%d|j&d|j'D]}t(|qdS)N) lang_listgpumodel_storage_directoryuser_network_directory recog_networkdownload_enableddetector recognizerverbosequantizedecoder beamWidthrworkers allowlist blocklistdetail rotation_info paragraphmin_size contrast_thsadjust_contrasttext_thresholdlow_textlink_threshold canvas_size mag_ratio slope_ths ycenter_ths height_ths width_thsy_thsx_ths add_margin output_format))reasyocrReaderlangr"r#r$r%r&r'r(r)r*readtextfiler+r,rr-r.r/r0r1r2r3r4r5r6r7r8r9r:r;r<r=r>r?r@rArBprint)rreaderlinerrr mains       rK__main__)rrCrrK__name__rrrr sm)