# 3j bSSKrSSKJr SSKrSSKrSSKJr SSK Jr SSK J r "SS\ 5r g)N)List)Image) BaseSessionc^\rSrSrSrS\S\R4U4SjjrS\ S\ \ 4Sjr \ S 5r \ S 5rS rU=r$) BenCustomSession z@This is a class representing a custom session for the Ben model. model_name sess_optscl>URS5nUc [S5e[TU] "X/UQ70UD6 g)z Initialize a new BenCustomSession object. Parameters: model_name (str): The name of the model. sess_opts: The session options. *args: Additional positional arguments. **kwargs: Additional keyword arguments. model_pathNmodel_path is required)get ValueErrorsuper__init__)selfr r argskwargsr __class__s S/home/wildlama/miniconda3/lib/python3.13/site-packages/rembg/sessions/ben_custom.pyrBenCustomSession.__init__s<ZZ -  56 6 @@@imgreturnc URRSURUSSS55nUSSS2SSS2SS24n[R"U5n[R "U5nXW- Xg- - n[R "U5n[R"US-RS5SS 9nURUR[RR5nU/$) al Predicts the mask image for the input image. This method takes a PILImage object as input and returns a list of PILImage objects as output. It performs several image processing operations to generate the mask image. Parameters: img (PILImage): The input image. Returns: List[PILImage]: A list of PILImage objects representing the generated mask image. N)?rr)?rr)rruint8L)mode) inner_sessionrun normalizenpmaxminsqueezer fromarrayastyperesizesize ResamplingLANCZOS) rrrrort_outspredmamimasks rpredictBenCustomSession.predicts%%))  NN3, O  {1aA:& VVD\ VVD\ bg&zz$s 227;#F{{388U%5%5%=%=>v rcURS5nUc [S5e[RR [RR U55n[RR [RR UR 555nURU[R-5(dXE:wa[SU35eU$)z Download the model files. Parameters: *args: Additional positional arguments. **kwargs: Additional keyword arguments. Returns: str: The absolute path to the model files. r rz0model_path must be within the models directory: ) rrospathabspath expanduser u2net_home startswithsep)clsrrr abs_path allowed_dirs rdownload_models BenCustomSession.download_models>sZZ -  56 677??277#5#5j#ABggoobgg&8&89I&JK "";#788X=TB;-P rcg)z Get the name of the model. Parameters: *args: Additional positional arguments. **kwargs: Additional keyword arguments. Returns: str: The name of the model. ben_custom)r@rrs rnameBenCustomSession.nameVsrrG)__name__ __module__ __qualname____firstlineno____doc__strortSessionOptionsrPILImagerr6 classmethodrCrH__static_attributes__ __classcell__)rs@rrr saJA3A33E3EA 8h>.  rr)r9typingrnumpyr' onnxruntimerPPILr PIL.ImagerRbaserrrGrrr\s( 'V{Vr