\;j JddlZddlmZddlZddlmZdZedddd Zy) N)product) img_as_floatcBtjfd}|S)Nctt|gdD]\}\}}||vrt|d|||<!t}|i|S)N)image0image1methodn_tilesz0 passed both as positional and keyword argument.) enumeratezip ValueErrortuple)argskwargsivalueparamfuncs ]G:\00. PROJECTS\API\Inventory\templateJSON\kerjaOCR\Lib\site-packages\skimage/util/compare.pywrapperz%_rename_image_params..wrapper sm"+ ? @" A~u gMN!&u " wT$V$$) functoolswraps)rrs` r_rename_image_paramsr s%__T % % Nrdiff)r)r r c|j|jk7r tdt|}t|}|dk(rtj||z }|S|dk(r d||zz}|S|dk(r|j dk7r td|j\}}tj ||fd} t||d z } t||d z } tt|d t|d D].\} } | | zdzd k(sd | | | z| d z| z| | z| d z| zf<0tj|}|| || <|| || <|Std ) 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.rblendg? checkerboardzIImages must be 2-dimensional to be compared with the checkerboard method.FrrTzKWrong value for `method`. Must be either "diff", "blend" or "checkerboard".) shaperrnpabsndimfullintrrange zeros_like)rr r r img1img2 comparisonshapexshapeymaskstepxstepyrjs rcompare_imagesr3sN||v||#;<<  D  D VVD4K( 0 / 7 D4K( , + > ! 99>' ww'/FWQZ'(FWQZ'(E'!*-uWQZ/@ADAqA{aQUQY!a%50!e)q1uo2MMNB]]4( : 4 $K D5   @  r) r itertoolsrnumpyr#dtyperrr3rrr8s1(-3VEEr