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    h5                     @   sN   d dl Z d dlZd dlmZ ddlmZ ddlmZ dd Ze	dkrJe  dS )	    N)	strtobool   )	utilities)removec                     s  dddg} t  }|jdddt| dd |jdd	d
dddd dd |jdddtdd |jdddtdd |jdddtdd |jdddtd d |jd!d"d#td$d |jd%d&d'td(d |jd)d*d+td,d |jd-d.d+td/d |jd0d1d
ddd2d d3d |jd4d5d
ddd6d d7d |jd8d9d
ddd:d d;d |jd<d=d
ddd>d d?d |jd@dAd
dddBd dCd |jdDdEd
dddFd dGd |jdHdId
dJt dKdLdM |jdNdOd
dJt dKdPdM |jdQdRd
dJt dKdSdM |jdTdUd
dJt dVdWdM |jdXdYtdZd[ |jd\d]td^d[ | }d_d` dadb  |jrntj	
|j}tj	
|jp^|}tj|ddc  fdddet|D }|D ]}tj	||}tj	|df| }|r|jrtj|||j|j|j|j|jdg qf|jrtj|||j|j|j|j|jdg n|jrTtj|tj	
|jj||j|j|j|j|jdg n|jrtj|tj	
|jj||j|j|j|j|jdg nd|jrtj|||j|j|j|j|jdg n8|jrftj|tj	
|jj||j|j|j|j|jdg nr |rt|dKX}	t|dVB}
dhd }did }||
t ||	|j|j!|j"|j#|j$|j%dj W 5 Q R X W 5 Q R X qd S tj	&|j'jd# ( }|dkkrV|jrtjtj	
|j)jtj	
|j'j|j|j|j|j|jdg q|jrtjtj	
|j)jtj	
|j'j|j|j|j|j|jdg q|jrntjtj	
|j)jtj	
|jjtj	
|j'j|j|j|j|j|jdg n|jrtjtj	
|j)jtj	
|jjtj	
|j'j|j|j|j|j|jdg n|jrtjtj	
|j)jtj	
|j'j|j|j|j|j|jdg nP|jrtjtj	
|j)jtj	
|jjtj	
|j'j|j|j|j|j|jdg nb|dlkrdmd }dnd }||j)t ||j'|j|j!|j"|j#|j$|j%dj nt*do|  t+d# d S )pNZu2netZu2net_human_segZu2netpz-mz--modelz.The model name, u2net, u2netp, u2net_human_seg)defaulttypechoiceshelpz-az--alpha-matting?TFc                 S   s   t t| S Nboolr   x r   K/var/www/html/venv/lib/python3.8/site-packages/backgroundremover/cmd/cli.py<lambda>       zmain.<locals>.<lambda>z#When true use alpha matting cutout.)nargsconstr   r   r	   z-afz$--alpha-matting-foreground-threshold   z The trimap foreground threshold.)r   r   r	   z-abz$--alpha-matting-background-threshold
   z The trimap background threshold.z-aez--alpha-matting-erode-sizez%Size of element used for the erosion.z-azz--alpha-matting-base-sizei  zThe image base size.z-wnz--workernodes   zNumber of parallel workersz-gbz--gpubatchsizer   zGPU batchsizez-frz--frameratezOverride the frame ratez-flz--framelimitz8Limit the number of frames to process for quick testing.z-mkz
--mattekeyc                 S   s   t t| S r   r   r   r   r   r   r   d   r   zOutput the Matte key filez-tvz--transparentvideoc                 S   s   t t| S r   r   r   r   r   r   r   m   r   z#Output transparent video format movz-tovz--transparentvideoovervideoc                 S   s   t t| S r   r   r   r   r   r   r   w   r   z,Overlay transparent video over another videoz-toiz--transparentvideooverimagec                 S   s   t t| S r   r   r   r   r   r   r      r   z,Overlay transparent video over another imagez-tgz--transparentgifc                 S   s   t t| S r   r   r   r   r   r   r      r   zMake transparent gif from videoz-tgwbz--transparentgifwithbackgroundc                 S   s   t t| S r   r   r   r   r   r   r      r   z6Make transparent background overlay a background imagez-iz--input-rbz!Path to the input video or image.)r   r   r   r	   z-biz--backgroundimagezPath to background image.z-bvz--backgroundvideozPath to background video.z-oz--outputwbzPath to the outputz-ifz--input-folderz3Path to a folder containing input videos or images.)r   r	   z-ofz--output-folderz.Path to the output folder for processed files.c                 S   s   |   dS )Nz.mp4z.movz.webmz.oggz.giflowerendswithfilenamer   r   r   is_video_file   s    zmain.<locals>.is_video_filec                 S   s   |   dS )Nz.jpgz.jpegz.pngr   r!   r   r   r   is_image_file   s    zmain.<locals>.is_image_file)exist_okc                    s    g | ]}|s |r|qS r   r   ).0fr%   r#   r   r   
<listcomp>   s       zmain.<locals>.<listcomp>Zoutput_)Zworker_nodesZgpu_batchsize
model_nameZframe_limit	frameratec                 S   s   t | dr| j S |  S Nbufferhasattrr.   readir   r   r   r   
  r   c                 S   s    t | dr| j|S | |S r-   r0   r.   writeodatar   r   r   r     r   )r+   alpha_matting"alpha_matting_foreground_threshold"alpha_matting_background_thresholdZ"alpha_matting_erode_structure_sizealpha_matting_base_sizer   r$   c                 S   s   t | dr| j S |  S r-   r/   r2   r   r   r   r   K  r   c                 S   s    t | dr| j|S | |S r-   r4   r6   r   r   r   r   L  r   u   ❌ Unsupported file type: ),argparseArgumentParseradd_argumentstrintFileType
parse_argsinput_folderospathabspathoutput_foldermakedirslistdirjoinZmattekeyr   Z	matte_keyZworkernodesZgpubatchsizemodelZ
framelimitr,   ZtransparentvideoZtransparentvideoovervideoZbackgroundvideonameZtransparentvideooverimageZbackgroundimageZtransparentgifZtransparentgifwithbackgroundopenr   r9   r:   r;   Zalpha_matting_erode_sizer<   splitextinputr   outputprintexit)Zmodel_choicesZapargsrD   rH   filesr(   Z
input_pathZoutput_pathr3   r7   rwextr   r)   r   main   s   
	
	
			
				




 
 
   .
rY   __main__)
r=   rE   distutils.utilr    r   bgr   rY   __name__r   r   r   r   <module>   s     X