+ j-^RIt^RIHt^RIHtHtHtHt^RIH t ^RI H t H t H t Ht^RIHt!RR]4t!R R ]4t!R R ]4tR#) N)Path)AnyCallableOptionalUnion)default_loader)check_integritydownload_and_extract_archive download_urlverify_str_arg) VisionDatasetcaa]tRt^ toRtRtRR)RR*RR+/tRRRR R R R R RRRRRR/tRRRRRR/tRt RRR] 3V3RlV3Rlllt V3RlRlt V3R lR!lt V3R"lR#ltV3R$lR%ltV3R&lR'ltR(tVtV;t#),_LFWzlfw-pyz http://vis-www.cs.umass.edu/lfw/originalfunneled deepfunneledz pairs.txt 9f1ba174e4e1c508ff7cdf10ac338a7dzpairsDevTest.txt 5132f7440eb68cf58910c8a45a2ac10bzpairsDevTrain.txt 4f27cbf15b2da4a85c1907eb4181ad21z people.txt 450f0863dd89e85e73936a6d71a3474bzpeopleDevTest.txt e4bf5be0a43b5dcd9dc5ccfcb8fb19c5zpeopleDevTrain.txt 54eaac34beb6d042ed3a7d883e247a21z lfw-names.txt a6d0a479bd074669f656265a6e693f6d10foldtrainDevTraintestDevTestNFc<V^8dQhRS[S[S[3,RS[RS[RS[RS[S[,RS[S[,RS[RS[S[.S[3,R R / #) rootsplit image_setview transformtarget_transformdownloadloaderreturnN)rstrrrrboolr)format __classdict__s"Y/home/luca/screen-checking/.venv/lib/python3.14/site-packages/torchvision/datasets/lfw.py __annotate___LFW.__annotate__ s""CI"" "  " H% "#8,""#$" "c <\S V`\PP WP 4WVR7\ VP4RVPP44Vn VPVP,wqn Vn \ VP4RRR.4Vn \ VP4R.R O4VnVP VPVP, R2Vn.VnV'd \%R4hVP)4'g \+R4h\PP VP,V 4VnWnR #) )r&r'r$r%peoplepairsr#z.txtzLFW dataset is no longer available for automatic download.Please download the dataset manually and place it in the specified directory.A commonly used mirror is available at: https://www.kaggle.com/datasets/jessicali9530/lfw-datasetzHDataset not found or corrupted. You can use download=True to download itN)rrr)super__init__ospathjoin base_folderr lower file_dictkeysr$filenamemd5r%r# annot_file labels_filedata ValueErrorr(_check_integrity RuntimeErrorr" images_dir_loader) selfr"r#r$r%r&r'r(r)rG __class__s &&&&&&&&& r/r7 _LFW.__init__ s d,<,<=v' (9;H[H[H]^.2nnT^^.L+ M48"4::<(G9LM #EKKM7?8?@;IBVYGJ E)-/3'5""HOOXXCCr2rcaa]tRt^`toRtRRRRR]3V3RlV3RllltV3RlR ltV3R lR ltV3R lR lt V3RlV3Rllt Rt Vt V;t #) LFWPeopleaV`LFW `_ Dataset. .. warning:: The LFW dataset is no longer available for automatic download. Please download it manually and place it in the specified directory. A commonly used mirror is available at: https://www.kaggle.com/datasets/jessicali9530/lfw-dataset Args: root (str or ``pathlib.Path``): Root directory of dataset where directory ``lfw-py`` exists or will be saved to if download is set to True. split (string, optional): The image split to use. Can be one of ``train``, ``test``, ``10fold`` (default). image_set (str, optional): Type of image funneling to use, ``original``, ``funneled`` or ``deepfunneled``. Defaults to ``funneled``. transform (callable, optional): A function/transform that takes in a PIL image or torch.Tensor, depends on the given loader, and returns a transformed version. E.g, ``transforms.RandomCrop`` target_transform (callable, optional): A function/transform that takes in the target and transforms it. download (bool, optional): NOT SUPPORTED ANYMORE, leave to False. loader (callable, optional): A function to load an image given its path. By default, it uses PIL as its image loader, but users could also pass in ``torchvision.io.decode_image`` for decoding image data into tensors directly. rrNFc<V^8dQhRS[RS[RS[RS[S[,RS[S[,RS[RS[S[.S[3,RR /# r!r"r#r$r&r'r(r)r*Nr+rrr,r)r-r.s"r/r0LFWPeople.__annotate__zsp 5 5 5 5 5 H% 5 #8, 5 5#$ 5  5r2c <\SV`WVRWEWgR7VP4VnVP 4wVnVnR#)r4r)N)r6r7 _get_classes class_to_idx _get_peoplerCtargets rIr"r#r$r&r'r(r)rJs &&&&&&&&r/r7LFWPeople.__init__zsF i9X`p --/"&"2"2"4 4?ZZ\'')!,,E?709/?@/?GA/? @@7 6As$B7-B2B7 C 2B77 C c<<V^8dQhRS[RS[S[S[3,/#r!indexr*r]rr)r-r.s"r/r0rs#sCxr2c VPVPV,4pVPV,pVPeVPV4pVPeVP V4pW#3#)zu Args: index (int): Index Returns: tuple: Tuple (image, target) where target is the identity of the person. )rHrCrr&r')rIrrtargets&& r/ __getitem__LFWPeople.__getitem__sell499U+,e$ >> %..%C  ,**62F{r2c <V^8dQhRS[/#rMrd)r-r.s"r/r0rsZZCZr2cZ<\SV`4R\VP4 2,#)z Classes (identities): )r6rgrkr)rIrJs&r/rgLFWPeople.extra_reprs*w!#(@TEVEVAW@X&YYYr2)rrCr)rsrtrurv__doc__rr7rrrrgrwrxryrzs@@r/r|r|`sX8#(,/3'5 5 5$&ZZZr2r|cvaa]tRt^toRtRRRRR]3V3RlV3RllltV3RlR ltV3R lR ltR t Vt V;t #) LFWPairsa;`LFW `_ Dataset. .. warning:: The LFW dataset is no longer available for automatic download. Please download it manually and place it in the specified directory. A commonly used mirror is available at: https://www.kaggle.com/datasets/jessicali9530/lfw-dataset Args: root (str or ``pathlib.Path``): Root directory of dataset where directory ``lfw-py`` exists or will be saved to if download is set to True. split (string, optional): The image split to use. Can be one of ``train``, ``test``, ``10fold``. Defaults to ``10fold``. image_set (str, optional): Type of image funneling to use, ``original``, ``funneled`` or ``deepfunneled``. Defaults to ``funneled``. transform (callable, optional): A function/transform that takes in a PIL image and returns a transformed version. E.g, ``transforms.RandomRotation`` target_transform (callable, optional): A function/transform that takes in the target and transforms it. download (bool, optional): NOT SUPPORTED ANYMORE, leave to False. loader (callable, optional): A function to load an image given its path. By default, it uses PIL as its image loader, but users could also pass in ``torchvision.io.decode_image`` for decoding image data into tensors directly. rrNFc<V^8dQhRS[RS[RS[RS[S[,RS[S[,RS[RS[S[.S[3,RR /#r~r)r-r.s"r/r0LFWPairs.__annotate__sz T T T T T H% T #8, T T#$ T  Tr2c <\SV`WVRWEWgR7VPVP4wVnVnVnR#)r5rN)r6r7 _get_pairsrG pair_namesrCrrs &&&&&&&&r/r7LFWPairs.__init__s= i)W_o37??4??3S0DLr2c <V^8dQhRS[RS[S[S[S[S[3,,S[S[S[S[3,,S[S[,3,/#)r!rGr*)r+rrr])r-r.s"r/r0rsK))S)U4c3h3H$uUXZ]U]J_aefiaj3j-k)r2c 0...rCp\\PPVPVP 44;_uu_4pVP 4pVPR8Xd1V^,PR4wrx\V4\V4rM^\V^,4r^p \V4EFp WiW,U u.uF!qP4PR4NK# p p WiV,V ^V,,U u.uF!qP4PR4NK# p p V ^V,, p V FpVPV^,V^,4VPV^,V^,4^pppVPV^,V^,34VPVV34VPV4K V FpVPV^,V^,4VPV^,V^,4^pppVPV^,V^,34VPVV34VPV4K EK RRR4W#V3#uup iuup i +'giL;i)rrN) rr8r9r:r"rBrr#r]rrrar)rIrGrrCrrrrn_pairsrrr matched_pairsunmatched_pairspairimg1img2sames&& r/rLFWPairs._get_pairss$$&B' "'',,tyy$*:*:; < <KKMEzzX%#(8>>$#7 #&w<W#$c%(mAgFKPQP[F\ ]F\d!3!3D!9F\ ]HMRYk\]abelal\mHn"oHn::<#5#5d#;Hn"oQ[ )D'+~~d1gtAw'GX\]^X_aefgahIikl$D%%tAwQ&89KKt -NN4( * ,D'+~~d1gtAw'GX\]^X_aefgahIikl$D%%tAwQ&89KKt -NN4( ,'=0((!^"o= > %-t~~d/C$  ,**62F6!!r2)rCrr) rsrtrurvrrr7rrrwrxryrzs@@r/rrsC:#(,/3'5 T T))8"""r2r)r8pathlibrtypingrrrrfolderrutilsr r r r visionr rr|rrUr2r/rsK 11"^^!S=SlVZVZrW"tW"r2