ёiGbSSKrSSKJrJr SSKrSSKJrJrJ r SSK r \RR\RR\RR\RR\RR \RR"S.r/rSSjrSSjrSSjrSrS rS rS rS rS rSrSrSSjrSSjr SSjr!SSjr"SSjr#g! \R\R\R\R\R \R"S.rN=f)N)IterableSequence)Image ImageEnhanceImageOps)nearestbilinearbicubicboxlanczoshammingcUS;a[SU35eURS:Xa;[R"[R "U[R 55nGO URS:Xa:[R"[R "U[R 55nOURS:Xa:[R"[R "U[R55nOwURS:Xa=S[R"[R "U[R55-nO*[R"[R "U55nURS:XaS nO(URS:XaS nO[UR5n[RRRUR5nUS :Xa([R"U[R5S - nURUR S UR S U/5nUS:XaUR#/SQ5nU$)a%Converts a ``PIL.Image`` to paddle.Tensor. See ``ToTensor`` for more details. Args: pic (PIL.Image): Image to be converted to tensor. data_format (str, optional): Data format of output tensor, should be 'HWC' or 'CHW'. Default: 'CHW'. Returns: Tensor: Converted image. )CHWHWCz&data_format should be CHW or HWC. Got IzI;16F1YCbCruint8go@rr)rr) ValueErrormodepaddle to_tensornpasarrayint32float32rlenbase data_feeder convert_dtypedtypecastreshapesize transpose)pic data_formatimgnchannelr&s g/var/www/html/banglarbhumi/venv/lib/python3.13/site-packages/paddle/vision/transforms/functional_pil.pyrr/s.(A+OPP xx3rzz#rxx89 V rzz#rxx89 Srzz#rzz:; SF$$RZZRXX%>??rzz#/ xx7 V sxx= KK # # 1 1#)) >$xx FqyafJ 5BTX\"B::rh(<](KL LBTX\"B::rh(<](KL Lzz$tt*&:=&IJJr0c[U[R[[45(d [ S5e[U[R[ [[45(d [ S5e[U[ 5(d [ S5e[U[5(a)[U5S;a[S[U5S3-5eUS;dS5e[U[5(a [ U5n[U[5(aU=n=n=pg[U[5(a[U5S :Xa US =pEUS =pg[U[5(a#[U5S :XaUS nUS nUS nUS nUS:Xa]URS:Xa8UR5n[R"XUS9n U RU5 U $[R"XUS9$URS:XamUR5n[ R""U5n[ R$"UWW4WW44U5n[&R("U5nURU5 U$[ R""U5n[UR*5S :Xa[ R$"UWW4WW4S4U5n[UR*5S :Xa[ R$"UWW4WW44U5n[&R("U5$)a Pads the given PIL.Image on all sides with specified padding mode and fill value. Args: img (PIL.Image): Image to be padded. padding (int|list|tuple): Padding on each border. If a single int is provided this is used to pad all borders. If list/tuple of length 2 is provided this is the padding on left/right and top/bottom respectively. If a list/tuple of length 4 is provided this is the padding for the left, top, right and bottom borders respectively. fill (float, optional): Pixel fill value for constant fill. If a tuple of length 3, it is used to fill R, G, B channels respectively. This value is only used when the padding_mode is constant. Default: 0. padding_mode: Type of padding. Should be: constant, edge, reflect or symmetric. Default: 'constant'. - constant: pads with a constant value, this value is specified with fill - edge: pads with the last value on the edge of the image - reflect: pads with reflection of image (without repeating the last value on the edge) padding [1, 2, 3, 4] with 2 elements on both sides in reflect mode will result in [3, 2, 1, 2, 3, 4, 3, 2] - symmetric: pads with reflection of image (repeating the last value on the edge) padding [1, 2, 3, 4] with 2 elements on both sides in symmetric mode will result in [2, 1, 1, 2, 3, 4, 4, 3] Returns: PIL.Image: Padded image. zGot inappropriate padding argzGot inappropriate fill argz"Got inappropriate padding_mode arg)rz9Padding must be an int or a 2, or 4 element tuple, not a z element tuple)constantedgereflect symmetriczBPadding mode should be either constant, edge, reflect or symmetricrrrr>rr?P)borderfill)rr)r3numbersNumberlisttupler5strrr"rr4r getpaletterexpand putpaletterrpadr fromarrayshape) r-paddingrE padding_modepad_left pad_rightpad_top pad_bottompaletteimages r/rNrNsF ge< = =788 dW^^S$> ? ?455 lC ( (<=='8$$WV)C GWn- .   L L L '4  .'36===9=w'8$$W):&qz)&qz)'8$$W):1:!*AJ QZ z! 88s?nn&GOOCdCE   W %Ls>> 88s?nn&G**S/C&&:&9(=>C //#&C NN7 #Jjjo syy>Q &&:&9(=vFC syy>Q &&:&9(=>C s##r0c2URX!X$-X-45$)aCrops the given PIL Image. Args: img (PIL.Image): Image to be cropped. (0,0) denotes the top left corner of the image. top (int): Vertical component of the top left corner of the crop box. left (int): Horizontal component of the top left corner of the crop box. height (int): Height of the crop box. width (int): Width of the crop box. Returns: PIL.Image: Cropped image. )crop)r-topleftheightwidths r/rZrZs 88T cl; <rrrLHSVr&rr) rrconvertsplitrarrayrastypeint16r4rrOmerge)r- hue_factor input_moder:svnp_hs r/ adjust_huervs, J %# %;zl2IJKKJ)) kk% &&(GA! 88ARXX &D ;;rxx D 3zC'( (C /D ;;rxx D c"A ++eaAY ' / / ;C Jr0c[U[5(a[U/S-5nURUR[ R U[UU5$)anAffine the image by matrix. Args: img (PIL.Image): Image to be affined. matrix (float or int): Affine matrix. interpolation (str, optional): Interpolation method. If omitted, or if the image has only one channel, it is set to PIL.Image.NEAREST . when use pil backend, support method are as following: - "nearest": Image.NEAREST, - "bilinear": Image.BILINEAR, - "bicubic": Image.BICUBIC fill (3-tuple or int): RGB pixel fill value for area outside the affined image. If int, it is used for all channels respectively. Returns: PIL.Image: Affined image. r)r3r4rI transformr)rAFFINEr7)r-matrixr8rEs r/affinersN&$dVaZ  ==  ]+  r0c~[U[5(a[U/S-5nURU[UUUUS9$)adRotates the image by angle. Args: img (PIL.Image): Image to be rotated. angle (float or int): In degrees degrees counter clockwise order. interpolation (str, optional): Interpolation method. If omitted, or if the image has only one channel, it is set to PIL.Image.NEAREST . when use pil backend, support method are as following: - "nearest": Image.NEAREST, - "bilinear": Image.BILINEAR, - "bicubic": Image.BICUBIC expand (bool, optional): Optional expansion flag. If true, expands the output image to make it large enough to hold the entire rotated image. If false or omitted, make the output image the same size as the input image. Note that the expand flag assumes rotation around the center and no translation. center (2-tuple, optional): Optional center of rotation. Origin is the upper left corner. Default is the center of the image. fill (3-tuple or int): RGB pixel fill value for area outside the rotated image. If int, it is used for all channels respectively. Returns: PIL.Image: Rotated image. r) fillcolor)r3r4rIrotater7)r-angler8rLcenterrEs r/rrsK:$dVaZ  :: ]+  r0c[U[5(a[U/S-5nURUR[ R U[UU5$)aPerspective the image. Args: img (PIL.Image): Image to be perspectived. coeffs (list[float]): coefficients (a, b, c, d, e, f, g, h) of the perspective transforms. interpolation (str, optional): Interpolation method. If omitted, or if the image has only one channel, it is set to PIL.Image.NEAREST . when use pil backend, support method are as following: - "nearest": Image.NEAREST, - "bilinear": Image.BILINEAR, - "bicubic": Image.BICUBIC fill (3-tuple or int): RGB pixel fill value for area outside the rotated image. If int, it is used for all channels respectively. Returns: PIL.Image: Perspectived image. r)r3r4rIrr)r PERSPECTIVEr7)r-coeffsr8rEs r/ perspectiversP($dVaZ  ==  ]+  r0c US:XaURS5nU$US:XaeURS5n[R"U[RS9n[R"X"U/5n[ R "US5nU$[S5e)aConverts image to grayscale version of image. Args: img (PIL.Image): Image to be converted to grayscale. backend (str, optional): The image process backend type. Options are `pil`, `cv2`. Default: 'pil'. Returns: PIL.Image: Grayscale version of the image. if num_output_channels = 1 : returned image is single channel if num_output_channels = 3 : returned image is 3 channel with r = g = b rrrrRGBz+num_output_channels should be either 1 or 3)rrrrdstackrrOr)r-num_output_channelsnp_imgs r/ to_grayscalers akk# J  !kk##RXX.FF34oofe, JFGGr0c[R"U[RS9nXWXU-2X"U-2S4'[R"US5nU$)aHErase the pixels of selected area in input image with given value. PIL format is not support inplace. Args: img (PIL.Image): input image, which shape is (C, H, W). i (int): y coordinate of the top-left point of erased region. j (int): x coordinate of the top-left point of erased region. h (int): Height of the erased region. w (int): Width of the erased region. v (np.array): value used to replace the pixels in erased region. inplace (bool, optional): Whether this transform is inplace. Default: False. Returns: PIL.Image: Erased image. r.r)rrrrrO)r-ijr:r9rinplacers r/eraser#sH"XXc *F()11u9aa%i $% //&% (C Jr0)r)r )rr?)rr)rFNr)r)F)$rFcollections.abcrrnumpyrPILrrrr ResamplingNEARESTBILINEARBICUBICBOXLANCZOSHAMMINGr7__all__rr6rNrZrhrlrprvrzr~rrrrrrr0r/rs$.-- ##++$$--##++####++##++ & /d'KTi$X=$C0 0 0&&&%P@JK&R@:E==NN==yy==== s BC%%AD.