# 3j bSSKrSSKJr SSKrSSKrSSKJr SSKJr SSK J r "SS\ 5r g)N)List)Image) BaseSessioncP\rSrSrSrS\S\\4Sjr\S5r \S5r Sr g ) U2netSession zL This class represents a U2net session, which is a subclass of BaseSession. imgreturnc URRSURUSSS55nUSSS2SSS2SS24n[R"U5n[R "U5nXW- Xg- - n[R "U5n[R"URSS5S-RS5S S 9nURUR[RR5nU/$) a  Predicts the output masks for the input image using the inner session. Parameters: img (PILImage): The input image. *args: Additional positional arguments. **kwargs: Additional keyword arguments. Returns: List[PILImage]: The list of output masks. N)g ףp= ?gv/?gCl?)gZd;O?gy&1?g?)@r rruint8L)mode) inner_sessionrun normalizenpmaxminsqueezer fromarrayclipastyperesizesize ResamplingLANCZOS) selfr argskwargsort_outspredmamimasks N/home/wildlama/miniconda3/lib/python3.13/site-packages/rembg/sessions/u2net.pypredictU2netSession.predicts%%))  NN*,A:  {1aA:& VVD\ VVD\ bg&zz$ !Q# 5==gFSQ{{388U%5%5%=%=>v c UR"U0UD6S3n[R"SUR"U0UD6(aSOSUUR"U0UD6SS9 [ R RUR"U0UD6U5$)z Downloads the U2net model file from a specific URL and saves it. Parameters: *args: Additional positional arguments. **kwargs: Additional keyword arguments. Returns: str: The path to the downloaded model file. z.onnxzHhttps://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnxNz$md5:60024c5c889badc19c04ad937298a77bT)fnamepath progressbar)namepoochretrievechecksum_disabled u2net_homeosr.join)clsr!r"r-s r(download_modelsU2netSession.download_models1s88T,V,-U3  V(($9&9;00 ww||CNND;F;UCCr+cg)z Returns the name of the U2net session. Parameters: *args: Additional positional arguments. **kwargs: Additional keyword arguments. Returns: str: The name of the session. u2net)r7r!r"s r(r0U2netSession.nameLsr+r<N) __name__ __module__ __qualname____firstlineno____doc__PILImagerr) classmethodr8r0__static_attributes__r<r+r(rr sI8h@DD4  r+r) r5typingrnumpyrr1PILr PIL.ImagerCbaserrr<r+r(rKs(  'L;Lr+