ёi|SSKJr SSKrSSKJr /rSrSrSSjr Sr SSjr SS jr SS jr S r"S S 5rg))StringION)Imagec:U[[URSURS55- n[[ URSU-55[[ URSU-554nUR U[ R5nU$)z Resize an image so that the shorter edge has length target_size. img: the input image to be resized. target_size: the target resized image size. r)floatminsizeintroundresizer ANTIALIAS)img target_sizepercent resized_sizes W/var/www/html/banglarbhumi/venv/lib/python3.13/site-packages/paddle/utils/image_util.py resize_imagers E#chhqk388A;"?@@G E#((1+' () E#((1+' ()L **\5?? 3C Jcj[UR5S:XaUSS2SS2SSS24$USS2SSS24$)zo Return the flipped image. Flip an image along the horizontal direction. im: input image, (K x H x W) ndarrays N)lenshape)ims rflipr&s:  288}!Q"*~!TrT'{rcU(a[XRS5[XRS5pT[R"SXE45nX@RS- S- nXPRS- S- nXpRS-XRS-pXSS2Xy2X24'OUR S5n[XRS5[XRS5pT[R"XE45nX@RS- S- nXPRS- S- nXpRS-XRS-pXXy2X24'U(aXA- S- nXQ- S- nOJ[R R SXA- S-5n[R R SXQ- S-5nXq-X-pU(a USS2Xy2X24n O XgU 2X24n U(d.[R R S5S:Xa [U 5n U $)a! Return cropped image. The size of the cropped image is inner_size * inner_size. im: (K x H x W) ndarrays inner_size: the cropped image size. color: whether it is color image. test: whether in test mode. If False, does random cropping and flipping. If True, crop the center of images. rrNfloat32r)maxrnpzerosastyperandomrandintr) r inner_sizecolortestheightwidth padded_imstartYstartXendYendXpics rcrop_imgr02s  HHQK (  HHQK (HHa/0 88A;&!+((1+%*hhqk)6HHQK+?d13!V[&+-. YYy !  HHQK (  HHQK (HHf_- 88A;&!+((1+%*hhqk)6HHQK+?d.0&+v{*+ %*$)""1f&9A&=>""1e&81&<=$f&9$ 6; 34t V[01 ryy((+q03i Jrc[R"[R"[ U555n[ UR 5S:Xa[R"US5nU$)Nr)rrr)r arrayropenrrr transpose) jpeg_stringnp_arrays r decode_jpegr7bsDxx 8K#89:H 8>>a<<)4 OrcrURS5nU(+n[XXE5nXa-nUR5$)z Does data augmentation for images. If is_train is false, cropping the center region from the image. If is_train is true, randomly crop a region from the image, and random does flipping. im: (K x H x W) ndarrays r)r"r0flatten)rimg_mean crop_sizeis_trainr&r'r/s rpreprocess_imgr=is8 9 B> %>>$..1D    ())1a/0D 99 II D r)rirIrDr4)NNNT) __name__ __module__ __qualname____firstlineno__rjrerfrgry__static_attributes__rrrarasEI " rra)TT)T)iornumpyr PILr__all__rrr0r7r=rFrJr_rarrrrsI   -` 0&R''r