U !?h @s\ddlZddlmZddlZddlZddlmZddlmZ ddl m Z Gddde Z dS)N)List)Image) BaseSessionc@s<eZdZdZeeedddZeddZeddZ d S) BriaRmBgSessionz\ This class represents a Bria-rmbg-2.0 session, which is a subclass of BaseSession. )imgreturnc Os|jd||ddd}|ddddddddf}t|}t|}||||}t|}tj|d ddd }| |j tj j }|gS) aJ 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 rZuint8L)mode)Z inner_sessionrun normalizenpmaxminZsqueezerZ fromarrayZastyperesizesizeZ ResamplingZLANCZOS) selfrargskwargsZort_outspredmamimaskrJ/var/www/html/venv/lib/python3.8/site-packages/rembg/sessions/bria_rmbg.pypredicts"     zBriaRmBgSession.predictcOsT|j||d}tjd|j||r(dnd||j||ddtj|j|||S)a! 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)fnamepathZ progressbar)namepoochretrieveZchecksum_disabledZ u2net_homeosrjoin)clsrrrrrrdownload_models1s    zBriaRmBgSession.download_modelscOsdS)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-rmbgr)r%rrrrrr Ls zBriaRmBgSession.nameN) __name__ __module__ __qualname____doc__PILImagerr classmethodr&r rrrrr s   r) r#typingrnumpyrr!ZPILrZ PIL.Imager+baserrrrrrs