
    #
3j	                     b    S SK r S SKJr  S SKrS SKrS SKJr  S SKJr	  SSK
Jr   " S S\5      rg)    N)List)Image   )BaseSessionc                   P    \ rS rSrSrS\S\\   4S jr\S 5       r	\S 5       r
Srg	)
BriaRmBgSession   zT
This class represents a Bria-rmbg-2.0 session, which is a subclass of BaseSession.
imgreturnc           	         U R                   R                  SU R                  USSS5      5      nUS   SS2SSS2SS24   n[        R                  " U5      n[        R
                  " U5      nXW-
  Xg-
  -  n[        R                  " U5      n[        R                  " US-  R                  S5      SS	9nUR                  UR                  [        R                  R                  5      nU/$ )
a
  
Predicts the output masks for the input image using the inner session.

Parameters:
    img (PILImage): The input image.
    *args: Additional positional arguments.
    **kwargs: Additional keyword arguments.

Returns:
    List[PILImage]: The list of output masks.
N)g
ףp=
?gv/?gCl?)gZd;O?gy&1?g?)   r   r      uint8L)mode)inner_sessionrun	normalizenpmaxminsqueezer   	fromarrayastyperesizesize
ResamplingLANCZOS)	selfr
   argskwargsort_outspredmamimasks	            R/home/wildlama/miniconda3/lib/python3.13/site-packages/rembg/sessions/bria_rmbg.pypredictBriaRmBgSession.predict   s     %%))NN*,A<
 {1aA:&VVD\VVD\	bg&zz$s
227;#F{{388U%5%5%=%=>v    c           
         U R                   " U0 UD6 S3n[        R                  " SU R                  " U0 UD6(       a  SOSUU R                  " U0 UD6SS9  [
        R                  R                  U R                  " U0 UD6U5      $ )z
Downloads the BRIA-RMBG 2.0 model file from a specific URL and saves it.

Parameters:
    *args: Additional positional arguments.
    **kwargs: Additional keyword arguments.

Returns:
    str: The path to the downloaded model file.
z.onnxzPhttps://github.com/danielgatis/rembg/releases/download/v0.0.0/bria-rmbg-2.0.onnxNzGsha256:5b486f08200f513f460da46dd701db5fbb47d79b4be4b708a19444bcd4e79958T)fnamepathprogressbar)namepoochretrievechecksum_disabled
u2net_homeosr-   join)clsr    r!   r,   s       r'   download_modelsBriaRmBgSession.download_models1   s     88T,V,-U3^ (($9&9 ^00
	
 ww||CNND;F;UCCr*   c                     g)z
Returns the name of the Bria-rmbg session.

Parameters:
    *args: Additional positional arguments.
    **kwargs: Additional keyword arguments.

Returns:
    str: The name of the session.
z	bria-rmbg )r6   r    r!   s      r'   r/   BriaRmBgSession.nameL   s     r*   r:   N)__name__
__module____qualname____firstlineno____doc__PILImager   r(   classmethodr7   r/   __static_attributes__r:   r*   r'   r   r      sI    8 h @ D D4  r*   r   )r4   typingr   numpyr   r0   PILr   	PIL.ImagerA   baser   r   r:   r*   r'   <module>rI      s(    	     ' Lk Lr*   