+
    Ai/                     P    ^ RI t ^ RIHt ^ RIt^RIHt R t]RRRR	/R l4       tR# )
    N)product)img_as_floatc                 F   a  \         P                  ! S 4      V 3R  l4       pV# )c                     < \        \        V . RO4      4       F   w  pw  r4WA9   d   \        V R24      hW1V&   K"  	  \        4       p S! V / VB # )image0z0 passed both as positional and keyword argument.)r   image1methodn_tiles)	enumeratezip
ValueErrortuple)argskwargsivalueparamfuncs   *,   R/var/www/html/photoedit/myenv/lib/python3.14/site-packages/skimage/util/compare.pywrapper%_rename_image_params.<locals>.wrapper
   sg     "+?@"
A~  gMN  !&u"
 wT$V$$    )	functoolswraps)r   r   s   f r   _rename_image_paramsr   	   s%    __T% % Nr   r	   diffr
   c               V   VP                   V P                   8w  d   \        R4      h\        V 4      p\        V4      pVR8X  d   \        P                  ! WT,
          4      pV# VR8X  d   RWT,           ,          pV# VR8X  Ed   VP
                  ^8w  d   \        R4      hVP                   w  rx\        P                  ! Wx3R4      p	\        Ws^ ,          ,          4      p
\        W^,          ,          4      p\        \        V^ ,          4      \        V^,          4      4       FN  w  rW,           ^,          ^ 8X  g   K  RWV
,          V^,           V
,          1W,          V^,           V,          13&   KP  	  \        P                  ! V4      pWI,          Wi&   WY( ,          Wi( &   V# \        R	4      h)
a>  
Return an image showing the differences between two images.

.. versionadded:: 0.16

Parameters
----------
image0, image1 : ndarray, shape (M, N)
    Images to process, must be of the same shape.

    .. versionchanged:: 0.24
        `image1` and `image2` were renamed into `image0` and `image1`
        respectively.
method : {'diff', 'blend', 'checkerboard'}, optional
    Method used for the comparison.
    Details are provided in the note section.

    .. versionchanged:: 0.24
        This parameter and following ones are keyword-only.
n_tiles : tuple, optional
    Used only for the `checkerboard` method. Specifies the number
    of tiles (row, column) to divide the image.

Returns
-------
comparison : ndarray, shape (M, N)
    Image showing the differences.

Notes
-----
``'diff'`` computes the absolute difference between the two images.
``'blend'`` computes the mean value.
``'checkerboard'`` makes tiles of dimension `n_tiles` that display
alternatively the first and the second image. Note that images must be
2-dimensional to be compared with the checkerboard method.
z Images must have the same shape.r   blendg      ?checkerboardzIImages must be 2-dimensional to be compared with the checkerboard method.FTzKWrong value for `method`. Must be either "diff", "blend" or "checkerboard".)shaper   r   npabsndimfullintr   range
zeros_like)r   r   r	   r
   img1img2
comparisonshapexshapeymaskstepxstepyr   js   &&$$          r   compare_imagesr1      s   N ||v||#;<<DDVVDK(
0 / 
7	DK(
, + 
>	!99>'  ww'/FQZ'(FQZ'(E'!*-uWQZ/@ADA{aQUY!a%50!)q1uo2MMN B ]]4(
:
 K
5 	 @
 	
r   )   r2   )	r   	itertoolsr   numpyr!   dtyper   r   r1    r   r   <module>r7      s<       ( EV EV E Er   