├── LICENSE.md ├── README.md ├── configs ├── alexnet │ ├── base_eval.yaml │ ├── base_train.yaml │ ├── eval │ │ ├── conv5.yaml │ │ ├── fc6.yaml │ │ ├── fc7.yaml │ │ ├── fc8.yaml │ │ └── softmax.yaml │ └── train │ │ ├── conv5.yaml │ │ ├── fc6.yaml │ │ ├── fc7.yaml │ │ ├── fc8.yaml │ │ └── softmax.yaml ├── project.yaml └── resnet │ └── animalfaces │ ├── base.yaml │ ├── base_restricted.yaml │ └── train │ ├── avgpool.yaml │ ├── fc.yaml │ ├── input.yaml │ ├── layer1.yaml │ ├── layer2.yaml │ ├── layer3.yaml │ ├── layer4.yaml │ ├── maxpool.yaml │ └── softmax.yaml ├── data ├── animalfaces10 │ ├── n02099601 │ │ ├── n02099601_101.JPEG_208_24_445_304.jpg │ │ ├── n02099601_10266.JPEG_132_62_216_158.jpg │ │ ├── n02099601_10537.JPEG_159_51_334_246.jpg │ │ ├── n02099601_10554.JPEG_188_83_392_273.jpg │ │ ├── n02099601_10560.JPEG_173_43_372_218.jpg │ │ ├── n02099601_10829.JPEG_293_131_398_236.jpg │ │ ├── n02099601_10864.JPEG_128_29_281_187.jpg │ │ ├── n02099601_11315.JPEG_106_81_311_262.jpg │ │ ├── n02099601_12990.JPEG_390_118_496_241.jpg │ │ ├── n02099601_13039.JPEG_36_0_223_201.jpg │ │ ├── n02099601_1323.JPEG_91_86_221_212.jpg │ │ ├── n02099601_14.JPEG_165_83_345_255.jpg │ │ ├── n02099601_1442.JPEG_206_10_380_187.jpg │ │ ├── n02099601_1516.JPEG_166_284_502_593.jpg │ │ ├── n02099601_1575.JPEG_179_88_320_225.jpg │ │ ├── n02099601_16554.JPEG_0_182_183_379.jpg │ │ ├── n02099601_1727.JPEG_111_26_301_209.jpg │ │ ├── n02099601_1843.JPEG_307_127_656_498.jpg │ │ ├── n02099601_20270.JPEG_188_28_329_149.jpg │ │ ├── n02099601_2041.JPEG_235_13_411_174.jpg │ │ ├── n02099601_20954.JPEG_83_20_261_193.jpg │ │ ├── n02099601_2211.JPEG_20_11_54_42.jpg │ │ ├── n02099601_2315.JPEG_353_80_943_670.jpg │ │ ├── n02099601_2441.JPEG_175_15_288_133.jpg │ │ ├── n02099601_25072.JPEG_0_123_201_333.jpg │ │ ├── n02099601_25105.JPEG_151_115_286_242.jpg │ │ ├── n02099601_25244.JPEG_121_95_277_244.jpg │ │ ├── n02099601_25524.JPEG_275_116_387_233.jpg │ │ ├── n02099601_26164.JPEG_131_56_303_246.jpg │ │ ├── n02099601_2673.JPEG_151_35_312_205.jpg │ │ ├── n02099601_26980.JPEG_125_120_256_233.jpg │ │ ├── n02099601_2752.JPEG_25_43_182_206.jpg │ │ ├── n02099601_2783.JPEG_106_57_318_338.jpg │ │ ├── n02099601_2805.JPEG_157_62_319_227.jpg │ │ ├── n02099601_28497.JPEG_73_55_235_202.jpg │ │ ├── n02099601_29190.JPEG_191_91_276_180.jpg │ │ ├── n02099601_30792.JPEG_332_113_439_224.jpg │ │ ├── n02099601_30880.JPEG_111_57_246_202.jpg │ │ ├── n02099601_3097.JPEG_68_65_293_279.jpg │ │ ├── n02099601_31468.JPEG_132_71_274_200.jpg │ │ ├── n02099601_3523.JPEG_229_57_492_332.jpg │ │ ├── n02099601_3523.JPEG_411_273_656_526.jpg │ │ ├── n02099601_3609.JPEG_54_7_92_42.jpg │ │ ├── n02099601_3641.JPEG_283_116_448_307.jpg │ │ ├── n02099601_366.JPEG_18_2_128_107.jpg │ │ ├── n02099601_3720.JPEG_105_74_372_233.jpg │ │ ├── n02099601_3771.JPEG_4_75_160_232.jpg │ │ ├── n02099601_4082.JPEG_307_35_601_272.jpg │ │ ├── n02099601_4157.JPEG_318_164_494_329.jpg │ │ ├── n02099601_4220.JPEG_163_26_298_158.jpg │ │ ├── n02099601_4632.JPEG_162_2_263_99.jpg │ │ ├── n02099601_4641.JPEG_386_124_739_497.jpg │ │ ├── n02099601_4654.JPEG_574_141_1163_720.jpg │ │ ├── n02099601_4777.JPEG_23_30_143_137.jpg │ │ ├── n02099601_479.JPEG_53_21_256_203.jpg │ │ ├── n02099601_489.JPEG_122_4_195_80.jpg │ │ ├── n02099601_4935.JPEG_175_33_338_202.jpg │ │ ├── n02099601_5004.JPEG_262_76_348_174.jpg │ │ ├── n02099601_5063.JPEG_107_34_247_157.jpg │ │ ├── n02099601_5144.JPEG_117_70_308_252.jpg │ │ ├── n02099601_5161.JPEG_9_37_139_155.jpg │ │ ├── n02099601_5228.JPEG_71_70_186_187.jpg │ │ ├── n02099601_5240.JPEG_36_152_226_310.jpg │ │ ├── n02099601_5367.JPEG_58_12_232_193.jpg │ │ ├── n02099601_5448.JPEG_31_11_90_67.jpg │ │ ├── n02099601_5495.JPEG_80_27_136_86.jpg │ │ ├── n02099601_5560.JPEG_221_29_341_143.jpg │ │ ├── n02099601_5644.JPEG_71_75_245_252.jpg │ │ ├── n02099601_5996.JPEG_135_70_433_296.jpg │ │ ├── n02099601_619.JPEG_130_27_385_228.jpg │ │ ├── n02099601_62.JPEG_200_207_357_348.jpg │ │ ├── n02099601_626.JPEG_196_96_317_202.jpg │ │ ├── n02099601_6362.JPEG_84_20_248_189.jpg │ │ ├── n02099601_6447.JPEG_115_137_256_274.jpg │ │ ├── n02099601_68.JPEG_10_0_48_37.jpg │ │ ├── n02099601_6814.JPEG_84_23_274_189.jpg │ │ ├── n02099601_6867.JPEG_82_57_545_494.jpg │ │ ├── n02099601_6961.JPEG_133_15_393_290.jpg │ │ ├── n02099601_7119.JPEG_252_58_387_185.jpg │ │ ├── n02099601_7124.JPEG_110_107_392_364.jpg │ │ ├── n02099601_7456.JPEG_198_187_368_357.jpg │ │ ├── n02099601_7692.JPEG_469_61_723_321.jpg │ │ ├── n02099601_7838.JPEG_262_201_443_371.jpg │ │ ├── n02099601_7846.JPEG_225_52_427_263.jpg │ │ ├── n02099601_806.JPEG_73_19_109_56.jpg │ │ ├── n02099601_8066.JPEG_206_179_341_317.jpg │ │ ├── n02099601_813.JPEG_506_137_639_293.jpg │ │ ├── n02099601_8138.JPEG_130_142_236_261.jpg │ │ ├── n02099601_8535.JPEG_263_305_386_438.jpg │ │ ├── n02099601_9207.JPEG_136_22_319_186.jpg │ │ ├── n02099601_9272.JPEG_142_241_269_398.jpg │ │ ├── n02099601_9301.JPEG_224_0_458_185.jpg │ │ ├── n02099601_9710.JPEG_89_91_257_257.jpg │ │ └── n02099601_9773.JPEG_121_41_365_303.jpg │ ├── n02114548 │ │ ├── n02114548_10471.JPEG_40_50_198_226.jpg │ │ ├── n02114548_10553.JPEG_161_54_322_218.jpg │ │ ├── n02114548_1063.JPEG_99_87_251_247.jpg │ │ ├── n02114548_10650.JPEG_53_143_182_290.jpg │ │ ├── n02114548_10667.JPEG_114_164_242_300.jpg │ │ ├── n02114548_10769.JPEG_188_45_330_184.jpg │ │ ├── n02114548_10944.JPEG_212_84_303_192.jpg │ │ ├── n02114548_11057.JPEG_90_54_256_230.jpg │ │ ├── n02114548_11077.JPEG_189_37_351_252.jpg │ │ ├── n02114548_1118.JPEG_115_42_258_191.jpg │ │ ├── n02114548_1309.JPEG_0_17_163_202.jpg │ │ ├── n02114548_13393.JPEG_95_58_373_399.jpg │ │ ├── n02114548_13840.JPEG_120_85_311_203.jpg │ │ ├── n02114548_1386.JPEG_76_142_272_316.jpg │ │ ├── n02114548_13990.JPEG_174_16_352_175.jpg │ │ ├── n02114548_14108.JPEG_121_50_241_174.jpg │ │ ├── n02114548_1440.JPEG_118_32_241_157.jpg │ │ ├── n02114548_14543.JPEG_193_31_446_289.jpg │ │ ├── n02114548_14707.JPEG_140_175_474_534.jpg │ │ ├── n02114548_14851.JPEG_222_89_368_234.jpg │ │ ├── n02114548_14982.JPEG_110_48_238_181.jpg │ │ ├── n02114548_1544.JPEG_265_161_450_383.jpg │ │ ├── n02114548_15652.JPEG_214_21_380_186.jpg │ │ ├── n02114548_16333.JPEG_169_112_387_344.jpg │ │ ├── n02114548_1638.JPEG_24_81_92_150.jpg │ │ ├── n02114548_16734.JPEG_174_52_427_315.jpg │ │ ├── n02114548_17479.JPEG_200_294_543_636.jpg │ │ ├── n02114548_1774.JPEG_176_102_366_326.jpg │ │ ├── n02114548_1802.JPEG_199_20_384_203.jpg │ │ ├── n02114548_1805.JPEG_334_38_478_190.jpg │ │ ├── n02114548_18146.JPEG_95_72_332_317.jpg │ │ ├── n02114548_18299.JPEG_286_109_428_256.jpg │ │ ├── n02114548_18965.JPEG_158_47_313_196.jpg │ │ ├── n02114548_1912.JPEG_7_17_45_56.jpg │ │ ├── n02114548_19331.JPEG_332_376_697_812.jpg │ │ ├── n02114548_19686.JPEG_305_0_502_231.jpg │ │ ├── n02114548_19772.JPEG_192_56_355_226.jpg │ │ ├── n02114548_19970.JPEG_102_12_232_158.jpg │ │ ├── n02114548_21298.JPEG_49_36_186_181.jpg │ │ ├── n02114548_2217.JPEG_166_69_349_262.jpg │ │ ├── n02114548_2243.JPEG_213_28_371_179.jpg │ │ ├── n02114548_23116.JPEG_87_46_262_226.jpg │ │ ├── n02114548_23184.JPEG_360_181_560_378.jpg │ │ ├── n02114548_23405.JPEG_177_178_453_491.jpg │ │ ├── n02114548_23941.JPEG_263_69_359_169.jpg │ │ ├── n02114548_23950.JPEG_111_92_285_307.jpg │ │ ├── n02114548_2409.JPEG_157_53_312_208.jpg │ │ ├── n02114548_24333.JPEG_61_47_265_253.jpg │ │ ├── n02114548_24530.JPEG_45_37_257_257.jpg │ │ ├── n02114548_2472.JPEG_127_110_253_234.jpg │ │ ├── n02114548_24805.JPEG_334_196_552_431.jpg │ │ ├── n02114548_25422.JPEG_613_165_846_443.jpg │ │ ├── n02114548_2569.JPEG_250_21_379_159.jpg │ │ ├── n02114548_2817.JPEG_170_48_301_182.jpg │ │ ├── n02114548_28769.JPEG_119_70_273_216.jpg │ │ ├── n02114548_32065.JPEG_265_56_411_198.jpg │ │ ├── n02114548_3492.JPEG_63_50_173_154.jpg │ │ ├── n02114548_3501.JPEG_275_49_419_194.jpg │ │ ├── n02114548_3735.JPEG_188_40_332_195.jpg │ │ ├── n02114548_3825.JPEG_15_51_159_202.jpg │ │ ├── n02114548_4083.JPEG_36_14_246_235.jpg │ │ ├── n02114548_4129.JPEG_154_77_277_196.jpg │ │ ├── n02114548_4619.JPEG_401_93_550_266.jpg │ │ ├── n02114548_4783.JPEG_164_98_265_205.jpg │ │ ├── n02114548_5007.JPEG_182_36_278_144.jpg │ │ ├── n02114548_5215.JPEG_300_79_419_224.jpg │ │ ├── n02114548_5253.JPEG_142_64_331_305.jpg │ │ ├── n02114548_5410.JPEG_111_45_196_129.jpg │ │ ├── n02114548_5774.JPEG_83_17_271_191.jpg │ │ ├── n02114548_585.JPEG_24_195_130_316.jpg │ │ ├── n02114548_5987.JPEG_192_69_361_237.jpg │ │ ├── n02114548_6053.JPEG_154_87_315_259.jpg │ │ ├── n02114548_6147.JPEG_102_87_262_267.jpg │ │ ├── n02114548_6163.JPEG_83_249_365_528.jpg │ │ ├── n02114548_6413.JPEG_5_32_186_218.jpg │ │ ├── n02114548_6591.JPEG_156_83_297_219.jpg │ │ ├── n02114548_7306.JPEG_186_83_337_245.jpg │ │ ├── n02114548_7442.JPEG_231_107_348_248.jpg │ │ ├── n02114548_7849.JPEG_88_67_189_172.jpg │ │ ├── n02114548_7874.JPEG_81_65_293_317.jpg │ │ ├── n02114548_8009.JPEG_83_124_274_326.jpg │ │ ├── n02114548_8422.JPEG_30_29_175_196.jpg │ │ ├── n02114548_8462.JPEG_114_43_244_218.jpg │ │ ├── n02114548_8492.JPEG_188_35_252_103.jpg │ │ ├── n02114548_8492.JPEG_97_28_159_91.jpg │ │ ├── n02114548_8952.JPEG_98_64_215_198.jpg │ │ ├── n02114548_9000.JPEG_35_47_120_140.jpg │ │ ├── n02114548_9129.JPEG_59_33_240_192.jpg │ │ ├── n02114548_9150.JPEG_261_54_446_232.jpg │ │ ├── n02114548_9247.JPEG_318_7_516_223.jpg │ │ ├── n02114548_9408.JPEG_359_81_465_199.jpg │ │ ├── n02114548_9462.JPEG_294_42_443_211.jpg │ │ ├── n02114548_9627.JPEG_203_0_380_168.jpg │ │ ├── n02114548_9879.JPEG_163_19_334_215.jpg │ │ └── n02114548_9951.JPEG_547_181_786_435.jpg │ ├── n02117135 │ │ ├── n02117135_11496.JPEG_239_20_369_164.jpg │ │ ├── n02117135_11644.JPEG_126_197_364_419.jpg │ │ ├── n02117135_12044.JPEG_72_93_283_296.jpg │ │ ├── n02117135_1214.JPEG_165_94_314_240.jpg │ │ ├── n02117135_12721.JPEG_127_47_186_111.jpg │ │ ├── n02117135_1283.JPEG_41_175_208_320.jpg │ │ ├── n02117135_13100.JPEG_340_22_587_219.jpg │ │ ├── n02117135_13218.JPEG_57_26_111_78.jpg │ │ ├── n02117135_13412.JPEG_0_25_36_66.jpg │ │ ├── n02117135_13942.JPEG_119_148_213_261.jpg │ │ ├── n02117135_14172.JPEG_369_175_496_318.jpg │ │ ├── n02117135_1447.JPEG_264_21_388_144.jpg │ │ ├── n02117135_14497.JPEG_197_76_375_256.jpg │ │ ├── n02117135_14556.JPEG_237_105_413_267.jpg │ │ ├── n02117135_14747.JPEG_22_69_221_266.jpg │ │ ├── n02117135_1491.JPEG_96_84_308_274.jpg │ │ ├── n02117135_150.JPEG_122_61_235_184.jpg │ │ ├── n02117135_1500.JPEG_222_82_534_342.jpg │ │ ├── n02117135_15369.JPEG_211_95_363_263.jpg │ │ ├── n02117135_15410.JPEG_5_11_99_106.jpg │ │ ├── n02117135_1577.JPEG_186_7_320_127.jpg │ │ ├── n02117135_1645.JPEG_215_15_373_157.jpg │ │ ├── n02117135_16797.JPEG_117_67_263_215.jpg │ │ ├── n02117135_1705.JPEG_208_106_479_336.jpg │ │ ├── n02117135_17051.JPEG_236_73_395_238.jpg │ │ ├── n02117135_1709.JPEG_313_110_441_238.jpg │ │ ├── n02117135_17170.JPEG_84_89_292_308.jpg │ │ ├── n02117135_17239.JPEG_27_7_166_142.jpg │ │ ├── n02117135_1760.JPEG_175_110_290_222.jpg │ │ ├── n02117135_17615.JPEG_287_110_427_239.jpg │ │ ├── n02117135_1793.JPEG_26_9_304_272.jpg │ │ ├── n02117135_18373.JPEG_259_98_447_315.jpg │ │ ├── n02117135_1854.JPEG_167_112_286_224.jpg │ │ ├── n02117135_18748.JPEG_169_70_315_225.jpg │ │ ├── n02117135_1907.JPEG_199_96_329_262.jpg │ │ ├── n02117135_1995.JPEG_116_178_229_310.jpg │ │ ├── n02117135_2085.JPEG_36_71_225_214.jpg │ │ ├── n02117135_2134.JPEG_90_62_207_180.jpg │ │ ├── n02117135_2144.JPEG_239_87_338_186.jpg │ │ ├── n02117135_215.JPEG_34_17_268_192.jpg │ │ ├── n02117135_2269.JPEG_130_39_317_201.jpg │ │ ├── n02117135_2301.JPEG_206_27_368_176.jpg │ │ ├── n02117135_2312.JPEG_276_144_419_277.jpg │ │ ├── n02117135_2407.JPEG_256_153_384_280.jpg │ │ ├── n02117135_26089.JPEG_206_82_453_327.jpg │ │ ├── n02117135_2714.JPEG_6_4_166_152.jpg │ │ ├── n02117135_285.JPEG_97_88_209_207.jpg │ │ ├── n02117135_3035.JPEG_193_94_350_269.jpg │ │ ├── n02117135_3138.JPEG_244_77_407_247.jpg │ │ ├── n02117135_3397.JPEG_107_35_196_127.jpg │ │ ├── n02117135_3428.JPEG_139_109_311_294.jpg │ │ ├── n02117135_3599.JPEG_162_137_383_351.jpg │ │ ├── n02117135_3688.JPEG_123_53_250_179.jpg │ │ ├── n02117135_3740.JPEG_186_85_269_173.jpg │ │ ├── n02117135_3993.JPEG_521_27_727_234.jpg │ │ ├── n02117135_4014.JPEG_93_114_192_212.jpg │ │ ├── n02117135_4022.JPEG_104_40_264_179.jpg │ │ ├── n02117135_4063.JPEG_60_90_246_213.jpg │ │ ├── n02117135_4156.JPEG_224_59_483_301.jpg │ │ ├── n02117135_4205.JPEG_166_91_322_213.jpg │ │ ├── n02117135_4291.JPEG_11_116_144_253.jpg │ │ ├── n02117135_4372.JPEG_138_146_232_256.jpg │ │ ├── n02117135_4380.JPEG_143_84_297_216.jpg │ │ ├── n02117135_4398.JPEG_118_43_293_199.jpg │ │ ├── n02117135_4490.JPEG_106_131_300_328.jpg │ │ ├── n02117135_5294.JPEG_83_122_182_223.jpg │ │ ├── n02117135_5423.JPEG_192_100_319_220.jpg │ │ ├── n02117135_5817.JPEG_181_139_313_283.jpg │ │ ├── n02117135_5903.JPEG_433_148_590_325.jpg │ │ ├── n02117135_5905.JPEG_89_262_310_447.jpg │ │ ├── n02117135_6197.JPEG_203_107_477_324.jpg │ │ ├── n02117135_6414.JPEG_280_89_404_211.jpg │ │ ├── n02117135_654.JPEG_107_160_274_326.jpg │ │ ├── n02117135_6585.JPEG_259_68_420_231.jpg │ │ ├── n02117135_6603.JPEG_279_72_428_210.jpg │ │ ├── n02117135_6867.JPEG_70_55_208_209.jpg │ │ ├── n02117135_7124.JPEG_38_78_200_228.jpg │ │ ├── n02117135_755.JPEG_312_73_446_193.jpg │ │ ├── n02117135_7555.JPEG_299_46_426_168.jpg │ │ ├── n02117135_7608.JPEG_181_48_395_258.jpg │ │ ├── n02117135_8095.JPEG_165_140_298_251.jpg │ │ ├── n02117135_8225.JPEG_93_93_261_259.jpg │ │ ├── n02117135_8455.JPEG_58_65_292_299.jpg │ │ ├── n02117135_8826.JPEG_114_116_271_265.jpg │ │ ├── n02117135_8833.JPEG_218_44_367_186.jpg │ │ ├── n02117135_9204.JPEG_123_46_250_181.jpg │ │ ├── n02117135_9205.JPEG_30_17_72_62.jpg │ │ ├── n02117135_9274.JPEG_235_14_352_128.jpg │ │ ├── n02117135_931.JPEG_267_168_425_338.jpg │ │ ├── n02117135_9374.JPEG_205_36_348_174.jpg │ │ ├── n02117135_9537.JPEG_106_58_302_303.jpg │ │ └── n02117135_9709.JPEG_185_103_400_286.jpg │ ├── n02119022 │ │ ├── n02119022_10255.JPEG_131_182_301_342.jpg │ │ ├── n02119022_10444.JPEG_37_102_246_310.jpg │ │ ├── n02119022_10462.JPEG_18_23_76_89.jpg │ │ ├── n02119022_10609.JPEG_350_92_472_231.jpg │ │ ├── n02119022_10684.JPEG_168_53_445_342.jpg │ │ ├── n02119022_11042.JPEG_159_85_336_267.jpg │ │ ├── n02119022_11158.JPEG_246_191_425_384.jpg │ │ ├── n02119022_11202.JPEG_225_115_393_279.jpg │ │ ├── n02119022_11315.JPEG_196_102_291_220.jpg │ │ ├── n02119022_11370.JPEG_110_44_261_177.jpg │ │ ├── n02119022_11465.JPEG_217_86_384_274.jpg │ │ ├── n02119022_1156.JPEG_243_120_534_410.jpg │ │ ├── n02119022_1158.JPEG_47_110_175_226.jpg │ │ ├── n02119022_12006.JPEG_169_81_304_226.jpg │ │ ├── n02119022_12062.JPEG_147_59_322_237.jpg │ │ ├── n02119022_12841.JPEG_2_101_146_264.jpg │ │ ├── n02119022_12844.JPEG_209_97_383_271.jpg │ │ ├── n02119022_12939.JPEG_254_37_421_206.jpg │ │ ├── n02119022_1302.JPEG_94_98_277_294.jpg │ │ ├── n02119022_1328.JPEG_190_18_352_200.jpg │ │ ├── n02119022_13416.JPEG_363_153_463_253.jpg │ │ ├── n02119022_13600.JPEG_182_4_341_169.jpg │ │ ├── n02119022_13616.JPEG_192_24_434_257.jpg │ │ ├── n02119022_13635.JPEG_195_67_321_207.jpg │ │ ├── n02119022_1404.JPEG_183_87_336_259.jpg │ │ ├── n02119022_14463.JPEG_23_83_163_228.jpg │ │ ├── n02119022_14872.JPEG_127_218_436_563.jpg │ │ ├── n02119022_1555.JPEG_81_42_277_257.jpg │ │ ├── n02119022_15663.JPEG_478_50_676_260.jpg │ │ ├── n02119022_1688.JPEG_314_34_500_224.jpg │ │ ├── n02119022_1838.JPEG_270_35_391_156.jpg │ │ ├── n02119022_21407.JPEG_127_211_440_523.jpg │ │ ├── n02119022_2173.JPEG_215_36_353_167.jpg │ │ ├── n02119022_2190.JPEG_410_68_726_393.jpg │ │ ├── n02119022_2225.JPEG_101_168_245_320.jpg │ │ ├── n02119022_23449.JPEG_477_235_703_453.jpg │ │ ├── n02119022_2384.JPEG_218_177_398_373.jpg │ │ ├── n02119022_24514.JPEG_275_54_399_192.jpg │ │ ├── n02119022_2604.JPEG_312_223_567_464.jpg │ │ ├── n02119022_2699.JPEG_175_118_394_341.jpg │ │ ├── n02119022_2729.JPEG_103_170_292_332.jpg │ │ ├── n02119022_282.JPEG_167_24_316_171.jpg │ │ ├── n02119022_2979.JPEG_32_11_178_162.jpg │ │ ├── n02119022_3000.JPEG_301_72_417_190.jpg │ │ ├── n02119022_30152.JPEG_363_98_516_247.jpg │ │ ├── n02119022_3082.JPEG_146_100_355_306.jpg │ │ ├── n02119022_3088.JPEG_107_29_162_85.jpg │ │ ├── n02119022_31086.JPEG_15_109_165_260.jpg │ │ ├── n02119022_31800.JPEG_97_159_297_356.jpg │ │ ├── n02119022_31876.JPEG_81_89_275_278.jpg │ │ ├── n02119022_3218.JPEG_183_10_375_271.jpg │ │ ├── n02119022_336.JPEG_93_39_288_244.jpg │ │ ├── n02119022_3406.JPEG_167_153_291_282.jpg │ │ ├── n02119022_3833.JPEG_125_17_236_130.jpg │ │ ├── n02119022_4095.JPEG_123_92_391_386.jpg │ │ ├── n02119022_4139.JPEG_51_69_131_159.jpg │ │ ├── n02119022_4538.JPEG_115_81_322_309.jpg │ │ ├── n02119022_4727.JPEG_253_72_367_197.jpg │ │ ├── n02119022_4849.JPEG_76_133_258_339.jpg │ │ ├── n02119022_5113.JPEG_245_63_410_232.jpg │ │ ├── n02119022_5271.JPEG_13_22_87_94.jpg │ │ ├── n02119022_5395.JPEG_164_104_299_248.jpg │ │ ├── n02119022_585.JPEG_178_116_405_336.jpg │ │ ├── n02119022_5944.JPEG_232_23_370_169.jpg │ │ ├── n02119022_6063.JPEG_128_72_283_223.jpg │ │ ├── n02119022_628.JPEG_123_57_262_203.jpg │ │ ├── n02119022_6284.JPEG_101_44_174_114.jpg │ │ ├── n02119022_635.JPEG_281_98_455_299.jpg │ │ ├── n02119022_6403.JPEG_25_27_189_215.jpg │ │ ├── n02119022_6445.JPEG_329_197_448_311.jpg │ │ ├── n02119022_6513.JPEG_475_314_708_558.jpg │ │ ├── n02119022_6535.JPEG_156_96_244_193.jpg │ │ ├── n02119022_6623.JPEG_524_18_766_353.jpg │ │ ├── n02119022_6629.JPEG_149_106_267_228.jpg │ │ ├── n02119022_6695.JPEG_119_116_266_267.jpg │ │ ├── n02119022_6894.JPEG_225_205_454_439.jpg │ │ ├── n02119022_7121.JPEG_78_8_139_71.jpg │ │ ├── n02119022_7140.JPEG_99_26_289_204.jpg │ │ ├── n02119022_7145.JPEG_78_134_279_351.jpg │ │ ├── n02119022_7230.JPEG_246_49_364_168.jpg │ │ ├── n02119022_7411.JPEG_230_77_368_209.jpg │ │ ├── n02119022_7416.JPEG_0_82_245_394.jpg │ │ ├── n02119022_7559.JPEG_123_120_311_348.jpg │ │ ├── n02119022_7795.JPEG_33_16_234_208.jpg │ │ ├── n02119022_804.JPEG_228_41_346_156.jpg │ │ ├── n02119022_8252.JPEG_19_103_133_222.jpg │ │ ├── n02119022_8253.JPEG_207_146_432_326.jpg │ │ ├── n02119022_8325.JPEG_208_110_390_297.jpg │ │ ├── n02119022_8598.JPEG_99_31_161_92.jpg │ │ ├── n02119022_8721.JPEG_185_37_382_218.jpg │ │ ├── n02119022_8792.JPEG_205_148_367_317.jpg │ │ ├── n02119022_8817.JPEG_48_89_246_301.jpg │ │ ├── n02119022_8917.JPEG_267_77_371_176.jpg │ │ ├── n02119022_9093.JPEG_149_99_244_180.jpg │ │ ├── n02119022_9382.JPEG_158_112_303_288.jpg │ │ ├── n02119022_9443.JPEG_90_42_262_239.jpg │ │ ├── n02119022_9577.JPEG_409_176_643_404.jpg │ │ └── n02119022_975.JPEG_127_91_322_285.jpg │ ├── n02123159 │ │ ├── n02123159_10286.JPEG_217_111_830_677.jpg │ │ ├── n02123159_10292.JPEG_89_69_312_334.jpg │ │ ├── n02123159_1086.JPEG_94_73_262_244.jpg │ │ ├── n02123159_11043.JPEG_189_4_351_156.jpg │ │ ├── n02123159_1113.JPEG_91_79_335_317.jpg │ │ ├── n02123159_11443.JPEG_146_36_326_201.jpg │ │ ├── n02123159_117.JPEG_63_153_425_537.jpg │ │ ├── n02123159_1233.JPEG_137_19_333_209.jpg │ │ ├── n02123159_1319.JPEG_109_54_281_221.jpg │ │ ├── n02123159_137.JPEG_64_0_240_169.jpg │ │ ├── n02123159_1876.JPEG_108_201_301_360.jpg │ │ ├── n02123159_1879.JPEG_88_39_253_213.jpg │ │ ├── n02123159_2096.JPEG_67_39_265_227.jpg │ │ ├── n02123159_2219.JPEG_20_16_78_74.jpg │ │ ├── n02123159_2339.JPEG_27_74_209_264.jpg │ │ ├── n02123159_2359.JPEG_286_38_445_196.jpg │ │ ├── n02123159_2663.JPEG_1_46_168_222.jpg │ │ ├── n02123159_2835.JPEG_120_30_317_276.jpg │ │ ├── n02123159_2865.JPEG_114_208_295_370.jpg │ │ ├── n02123159_2894.JPEG_156_96_333_270.jpg │ │ ├── n02123159_2939.JPEG_131_23_340_224.jpg │ │ ├── n02123159_3026.JPEG_82_96_324_343.jpg │ │ ├── n02123159_3768.JPEG_10_196_226_417.jpg │ │ ├── n02123159_4010.JPEG_99_42_351_310.jpg │ │ ├── n02123159_4075.JPEG_62_139_223_297.jpg │ │ ├── n02123159_4110.JPEG_64_91_260_293.jpg │ │ ├── n02123159_415.JPEG_154_115_330_317.jpg │ │ ├── n02123159_4266.JPEG_210_36_415_247.jpg │ │ ├── n02123159_4315.JPEG_142_27_302_182.jpg │ │ ├── n02123159_4318.JPEG_47_106_323_304.jpg │ │ ├── n02123159_4403.JPEG_134_90_333_276.jpg │ │ ├── n02123159_4476.JPEG_157_47_351_285.jpg │ │ ├── n02123159_4591.JPEG_125_10_300_175.jpg │ │ ├── n02123159_4937.JPEG_206_146_366_297.jpg │ │ ├── n02123159_495.JPEG_130_79_304_307.jpg │ │ ├── n02123159_5089.JPEG_81_28_253_190.jpg │ │ ├── n02123159_5171.JPEG_52_196_204_344.jpg │ │ ├── n02123159_5265.JPEG_423_5_602_210.jpg │ │ ├── n02123159_5270.JPEG_122_39_304_216.jpg │ │ ├── n02123159_5294.JPEG_216_67_349_215.jpg │ │ ├── n02123159_5321.JPEG_151_97_349_315.jpg │ │ ├── n02123159_5487.JPEG_181_93_360_267.jpg │ │ ├── n02123159_5627.JPEG_0_42_175_251.jpg │ │ ├── n02123159_5799.JPEG_255_43_426_210.jpg │ │ ├── n02123159_5831.JPEG_139_120_303_319.jpg │ │ ├── n02123159_5954.JPEG_114_152_266_303.jpg │ │ ├── n02123159_5963.JPEG_342_150_604_413.jpg │ │ ├── n02123159_6102.JPEG_249_18_453_214.jpg │ │ ├── n02123159_6309.JPEG_258_33_483_239.jpg │ │ ├── n02123159_6310.JPEG_148_25_288_173.jpg │ │ ├── n02123159_6324.JPEG_104_40_279_211.jpg │ │ ├── n02123159_6407.JPEG_198_160_390_343.jpg │ │ ├── n02123159_6481.JPEG_145_125_307_287.jpg │ │ ├── n02123159_6492.JPEG_285_71_433_226.jpg │ │ ├── n02123159_6534.JPEG_160_135_373_358.jpg │ │ ├── n02123159_6609.JPEG_110_51_285_228.jpg │ │ ├── n02123159_6680.JPEG_53_104_418_414.jpg │ │ ├── n02123159_6799.JPEG_219_24_455_253.jpg │ │ ├── n02123159_6842.JPEG_54_61_215_219.jpg │ │ ├── n02123159_6923.JPEG_120_15_296_194.jpg │ │ ├── n02123159_716.JPEG_268_74_447_268.jpg │ │ ├── n02123159_7172.JPEG_13_79_209_247.jpg │ │ ├── n02123159_7174.JPEG_119_46_326_236.jpg │ │ ├── n02123159_7210.JPEG_92_60_250_219.jpg │ │ ├── n02123159_7284.JPEG_42_52_195_211.jpg │ │ ├── n02123159_7426.JPEG_95_153_254_303.jpg │ │ ├── n02123159_7475.JPEG_72_142_248_310.jpg │ │ ├── n02123159_7606.JPEG_101_51_264_194.jpg │ │ ├── n02123159_7719.JPEG_308_102_458_249.jpg │ │ ├── n02123159_7746.JPEG_74_75_269_276.jpg │ │ ├── n02123159_7780.JPEG_69_117_262_312.jpg │ │ ├── n02123159_8168.JPEG_213_71_368_234.jpg │ │ ├── n02123159_8181.JPEG_119_26_338_190.jpg │ │ ├── n02123159_8261.JPEG_39_11_171_137.jpg │ │ ├── n02123159_827.JPEG_113_40_278_211.jpg │ │ ├── n02123159_849.JPEG_316_19_483_188.jpg │ │ ├── n02123159_859.JPEG_224_83_480_374.jpg │ │ ├── n02123159_880.JPEG_180_57_336_216.jpg │ │ ├── n02123159_93.JPEG_12_228_218_435.jpg │ │ ├── n02123159_9499.JPEG_46_34_116_103.jpg │ │ └── n02123159_9620.JPEG_79_117_411_420.jpg │ ├── n02127052 │ │ ├── n02127052_10075.JPEG_265_24_424_182.jpg │ │ ├── n02127052_10167.JPEG_146_116_261_228.jpg │ │ ├── n02127052_10238.JPEG_191_61_329_205.jpg │ │ ├── n02127052_10251.JPEG_52_50_126_122.jpg │ │ ├── n02127052_10363.JPEG_163_94_327_249.jpg │ │ ├── n02127052_1038.JPEG_123_116_307_303.jpg │ │ ├── n02127052_1053.JPEG_11_67_104_160.jpg │ │ ├── n02127052_10547.JPEG_222_90_368_237.jpg │ │ ├── n02127052_10931.JPEG_65_117_187_254.jpg │ │ ├── n02127052_11314.JPEG_173_193_493_585.jpg │ │ ├── n02127052_1140.JPEG_66_158_215_293.jpg │ │ ├── n02127052_11799.JPEG_247_64_385_208.jpg │ │ ├── n02127052_1240.JPEG_67_145_299_386.jpg │ │ ├── n02127052_12808.JPEG_148_110_324_290.jpg │ │ ├── n02127052_12828.JPEG_33_29_244_242.jpg │ │ ├── n02127052_13259.JPEG_194_44_354_211.jpg │ │ ├── n02127052_13603.JPEG_218_17_422_246.jpg │ │ ├── n02127052_14406.JPEG_56_106_303_365.jpg │ │ ├── n02127052_14922.JPEG_360_138_497_277.jpg │ │ ├── n02127052_15235.JPEG_129_109_247_246.jpg │ │ ├── n02127052_15291.JPEG_262_101_430_264.jpg │ │ ├── n02127052_16810.JPEG_168_107_307_259.jpg │ │ ├── n02127052_16823.JPEG_64_157_200_285.jpg │ │ ├── n02127052_16861.JPEG_2_37_148_185.jpg │ │ ├── n02127052_18000.JPEG_136_82_316_301.jpg │ │ ├── n02127052_1829.JPEG_210_66_320_183.jpg │ │ ├── n02127052_19019.JPEG_38_40_147_137.jpg │ │ ├── n02127052_19058.JPEG_238_97_355_230.jpg │ │ ├── n02127052_19113.JPEG_175_27_379_241.jpg │ │ ├── n02127052_19623.JPEG_374_172_488_328.jpg │ │ ├── n02127052_2055.JPEG_156_77_380_307.jpg │ │ ├── n02127052_2135.JPEG_19_11_116_115.jpg │ │ ├── n02127052_21547.JPEG_242_53_373_185.jpg │ │ ├── n02127052_22117.JPEG_282_46_448_202.jpg │ │ ├── n02127052_22488.JPEG_157_72_350_262.jpg │ │ ├── n02127052_2314.JPEG_110_65_285_281.jpg │ │ ├── n02127052_23468.JPEG_102_127_255_280.jpg │ │ ├── n02127052_23590.JPEG_200_59_305_173.jpg │ │ ├── n02127052_23720.JPEG_282_34_440_205.jpg │ │ ├── n02127052_2378.JPEG_154_111_296_262.jpg │ │ ├── n02127052_24400.JPEG_183_42_369_218.jpg │ │ ├── n02127052_24442.JPEG_183_6_373_187.jpg │ │ ├── n02127052_24521.JPEG_114_46_301_244.jpg │ │ ├── n02127052_24871.JPEG_122_9_253_146.jpg │ │ ├── n02127052_2550.JPEG_159_79_319_225.jpg │ │ ├── n02127052_2552.JPEG_152_195_334_356.jpg │ │ ├── n02127052_2742.JPEG_249_27_355_160.jpg │ │ ├── n02127052_2768.JPEG_288_86_399_202.jpg │ │ ├── n02127052_2842.JPEG_96_200_249_362.jpg │ │ ├── n02127052_28941.JPEG_57_51_273_259.jpg │ │ ├── n02127052_30343.JPEG_294_24_488_222.jpg │ │ ├── n02127052_31042.JPEG_106_25_285_198.jpg │ │ ├── n02127052_3135.JPEG_62_73_289_308.jpg │ │ ├── n02127052_3542.JPEG_176_71_320_213.jpg │ │ ├── n02127052_3729.JPEG_175_49_353_235.jpg │ │ ├── n02127052_38286.JPEG_82_212_309_443.jpg │ │ ├── n02127052_38437.JPEG_317_87_475_243.jpg │ │ ├── n02127052_3852.JPEG_31_86_178_226.jpg │ │ ├── n02127052_39913.JPEG_48_67_249_274.jpg │ │ ├── n02127052_42168.JPEG_87_145_239_294.jpg │ │ ├── n02127052_4235.JPEG_237_57_402_219.jpg │ │ ├── n02127052_4390.JPEG_145_74_276_211.jpg │ │ ├── n02127052_45537.JPEG_146_54_304_222.jpg │ │ ├── n02127052_46559.JPEG_137_40_296_222.jpg │ │ ├── n02127052_4710.JPEG_189_28_329_176.jpg │ │ ├── n02127052_5006.JPEG_148_57_324_242.jpg │ │ ├── n02127052_50414.JPEG_105_161_242_297.jpg │ │ ├── n02127052_5377.JPEG_276_116_437_282.jpg │ │ ├── n02127052_54093.JPEG_243_51_366_173.jpg │ │ ├── n02127052_5572.JPEG_75_10_152_85.jpg │ │ ├── n02127052_571.JPEG_26_55_191_174.jpg │ │ ├── n02127052_5733.JPEG_249_85_652_498.jpg │ │ ├── n02127052_5990.JPEG_206_44_373_200.jpg │ │ ├── n02127052_6396.JPEG_159_44_321_200.jpg │ │ ├── n02127052_6492.JPEG_200_69_351_212.jpg │ │ ├── n02127052_6655.JPEG_70_131_189_246.jpg │ │ ├── n02127052_668.JPEG_120_65_281_241.jpg │ │ ├── n02127052_7401.JPEG_159_66_338_254.jpg │ │ ├── n02127052_7986.JPEG_230_99_390_271.jpg │ │ ├── n02127052_8432.JPEG_451_73_632_273.jpg │ │ ├── n02127052_848.JPEG_47_70_239_278.jpg │ │ ├── n02127052_8511.JPEG_40_33_180_182.jpg │ │ ├── n02127052_8579.JPEG_52_20_162_141.jpg │ │ ├── n02127052_890.JPEG_146_28_342_238.jpg │ │ ├── n02127052_9068.JPEG_140_49_303_222.jpg │ │ ├── n02127052_962.JPEG_150_100_344_268.jpg │ │ ├── n02127052_9645.JPEG_156_7_300_152.jpg │ │ └── n02127052_9899.JPEG_119_131_357_362.jpg │ ├── n02128757 │ │ ├── n02128757_102.JPEG_250_58_367_190.jpg │ │ ├── n02128757_10587.JPEG_265_27_446_192.jpg │ │ ├── n02128757_10737.JPEG_158_47_390_244.jpg │ │ ├── n02128757_11106.JPEG_183_58_328_203.jpg │ │ ├── n02128757_11321.JPEG_195_25_401_239.jpg │ │ ├── n02128757_1162.JPEG_374_10_732_287.jpg │ │ ├── n02128757_11840.JPEG_114_196_293_360.jpg │ │ ├── n02128757_1203.JPEG_46_145_247_309.jpg │ │ ├── n02128757_1218.JPEG_286_145_855_684.jpg │ │ ├── n02128757_12355.JPEG_67_39_252_211.jpg │ │ ├── n02128757_12434.JPEG_45_57_221_236.jpg │ │ ├── n02128757_12545.JPEG_232_109_362_248.jpg │ │ ├── n02128757_12550.JPEG_57_42_341_228.jpg │ │ ├── n02128757_12825.JPEG_25_16_185_164.jpg │ │ ├── n02128757_1412.JPEG_125_45_336_243.jpg │ │ ├── n02128757_1478.JPEG_98_91_338_319.jpg │ │ ├── n02128757_1619.JPEG_100_84_304_306.jpg │ │ ├── n02128757_17006.JPEG_59_70_200_220.jpg │ │ ├── n02128757_1718.JPEG_150_83_349_277.jpg │ │ ├── n02128757_17350.JPEG_141_17_394_254.jpg │ │ ├── n02128757_1796.JPEG_165_48_355_210.jpg │ │ ├── n02128757_1859.JPEG_147_42_304_202.jpg │ │ ├── n02128757_20079.JPEG_17_70_236_252.jpg │ │ ├── n02128757_2049.JPEG_69_95_374_307.jpg │ │ ├── n02128757_2063.JPEG_98_24_353_242.jpg │ │ ├── n02128757_20902.JPEG_31_14_74_56.jpg │ │ ├── n02128757_21414.JPEG_191_44_630_475.jpg │ │ ├── n02128757_2335.JPEG_33_54_188_196.jpg │ │ ├── n02128757_2436.JPEG_299_0_450_133.jpg │ │ ├── n02128757_2702.JPEG_95_47_240_179.jpg │ │ ├── n02128757_3026.JPEG_288_102_407_210.jpg │ │ ├── n02128757_3110.JPEG_154_88_322_240.jpg │ │ ├── n02128757_3543.JPEG_190_27_334_159.jpg │ │ ├── n02128757_3554.JPEG_348_59_528_246.jpg │ │ ├── n02128757_3634.JPEG_70_135_253_289.jpg │ │ ├── n02128757_377.JPEG_150_43_304_194.jpg │ │ ├── n02128757_3775.JPEG_129_40_390_244.jpg │ │ ├── n02128757_38.JPEG_188_103_373_304.jpg │ │ ├── n02128757_3966.JPEG_83_132_263_309.jpg │ │ ├── n02128757_4062.JPEG_102_82_252_236.jpg │ │ ├── n02128757_40778.JPEG_60_102_266_308.jpg │ │ ├── n02128757_4232.JPEG_105_24_484_347.jpg │ │ ├── n02128757_4294.JPEG_84_26_218_151.jpg │ │ ├── n02128757_4331.JPEG_198_42_411_222.jpg │ │ ├── n02128757_4526.JPEG_144_65_313_230.jpg │ │ ├── n02128757_4725.JPEG_20_96_328_361.jpg │ │ ├── n02128757_5116.JPEG_266_123_402_241.jpg │ │ ├── n02128757_5658.JPEG_70_119_225_276.jpg │ │ ├── n02128757_5722.JPEG_163_45_327_212.jpg │ │ ├── n02128757_5870.JPEG_243_74_395_216.jpg │ │ ├── n02128757_5997.JPEG_45_35_262_241.jpg │ │ ├── n02128757_6163.JPEG_120_152_266_293.jpg │ │ ├── n02128757_6276.JPEG_128_63_407_338.jpg │ │ ├── n02128757_6327.JPEG_140_51_384_249.jpg │ │ ├── n02128757_6347.JPEG_164_115_365_302.jpg │ │ ├── n02128757_6608.JPEG_75_30_380_238.jpg │ │ ├── n02128757_6806.JPEG_163_108_354_285.jpg │ │ ├── n02128757_7161.JPEG_125_69_276_212.jpg │ │ ├── n02128757_7243.JPEG_148_75_340_281.jpg │ │ ├── n02128757_7691.JPEG_301_80_409_185.jpg │ │ ├── n02128757_7935.JPEG_105_62_423_309.jpg │ │ ├── n02128757_8228.JPEG_29_57_192_268.jpg │ │ ├── n02128757_8390.JPEG_115_89_256_235.jpg │ │ ├── n02128757_8560.JPEG_108_2_430_283.jpg │ │ ├── n02128757_8683.JPEG_156_14_385_198.jpg │ │ ├── n02128757_8761.JPEG_171_31_376_200.jpg │ │ ├── n02128757_902.JPEG_105_39_430_231.jpg │ │ ├── n02128757_9057.JPEG_88_82_293_284.jpg │ │ ├── n02128757_9341.JPEG_47_135_179_280.jpg │ │ ├── n02128757_9637.JPEG_149_67_265_194.jpg │ │ ├── n02128757_9709.JPEG_120_67_300_227.jpg │ │ └── n02128757_975.JPEG_72_15_255_190.jpg │ ├── n02129165 │ │ ├── n02129165_10052.JPEG_255_70_392_207.jpg │ │ ├── n02129165_10288.JPEG_285_71_532_335.jpg │ │ ├── n02129165_10291.JPEG_320_110_431_218.jpg │ │ ├── n02129165_10449.JPEG_227_120_330_219.jpg │ │ ├── n02129165_10519.JPEG_400_63_499_189.jpg │ │ ├── n02129165_10574.JPEG_220_42_363_187.jpg │ │ ├── n02129165_1065.JPEG_168_85_354_274.jpg │ │ ├── n02129165_10783.JPEG_137_108_277_233.jpg │ │ ├── n02129165_10935.JPEG_120_68_342_291.jpg │ │ ├── n02129165_1098.JPEG_74_30_246_251.jpg │ │ ├── n02129165_11498.JPEG_180_59_422_294.jpg │ │ ├── n02129165_11516.JPEG_162_65_311_216.jpg │ │ ├── n02129165_11551.JPEG_60_138_284_292.jpg │ │ ├── n02129165_12011.JPEG_251_34_394_161.jpg │ │ ├── n02129165_12129.JPEG_195_82_339_230.jpg │ │ ├── n02129165_1244.JPEG_207_114_350_256.jpg │ │ ├── n02129165_12505.JPEG_96_140_349_394.jpg │ │ ├── n02129165_12540.JPEG_320_44_455_183.jpg │ │ ├── n02129165_13328.JPEG_76_111_301_360.jpg │ │ ├── n02129165_13340.JPEG_256_65_434_248.jpg │ │ ├── n02129165_13820.JPEG_89_52_232_196.jpg │ │ ├── n02129165_13908.JPEG_96_107_239_230.jpg │ │ ├── n02129165_14244.JPEG_54_46_300_282.jpg │ │ ├── n02129165_14305.JPEG_92_21_143_81.jpg │ │ ├── n02129165_1593.JPEG_95_55_249_206.jpg │ │ ├── n02129165_16157.JPEG_35_23_95_83.jpg │ │ ├── n02129165_1633.JPEG_167_111_326_255.jpg │ │ ├── n02129165_16367.JPEG_6_4_57_55.jpg │ │ ├── n02129165_16411.JPEG_438_46_645_257.jpg │ │ ├── n02129165_1657.JPEG_45_188_180_323.jpg │ │ ├── n02129165_16691.JPEG_497_142_670_327.jpg │ │ ├── n02129165_17126.JPEG_61_71_193_207.jpg │ │ ├── n02129165_1837.JPEG_181_115_311_250.jpg │ │ ├── n02129165_18615.JPEG_47_81_273_301.jpg │ │ ├── n02129165_19508.JPEG_148_70_313_240.jpg │ │ ├── n02129165_19828.JPEG_74_9_244_152.jpg │ │ ├── n02129165_2027.JPEG_203_51_380_232.jpg │ │ ├── n02129165_2072.JPEG_117_158_360_432.jpg │ │ ├── n02129165_20942.JPEG_141_35_352_294.jpg │ │ ├── n02129165_2216.JPEG_184_78_360_262.jpg │ │ ├── n02129165_22279.JPEG_59_29_107_76.jpg │ │ ├── n02129165_2292.JPEG_271_5_442_178.jpg │ │ ├── n02129165_23013.JPEG_264_58_415_192.jpg │ │ ├── n02129165_23487.JPEG_264_30_417_174.jpg │ │ ├── n02129165_2441.JPEG_174_105_346_262.jpg │ │ ├── n02129165_25336.JPEG_87_98_242_252.jpg │ │ ├── n02129165_25527.JPEG_292_102_576_400.jpg │ │ ├── n02129165_3324.JPEG_102_77_268_224.jpg │ │ ├── n02129165_337.JPEG_81_7_238_153.jpg │ │ ├── n02129165_3421.JPEG_128_54_289_211.jpg │ │ ├── n02129165_359.JPEG_151_46_366_273.jpg │ │ ├── n02129165_3624.JPEG_147_160_304_325.jpg │ │ ├── n02129165_3781.JPEG_421_27_617_251.jpg │ │ ├── n02129165_3803.JPEG_101_46_268_275.jpg │ │ ├── n02129165_3814.JPEG_257_141_337_217.jpg │ │ ├── n02129165_4059.JPEG_97_17_142_62.jpg │ │ ├── n02129165_4151.JPEG_214_132_317_261.jpg │ │ ├── n02129165_4357.JPEG_193_59_430_280.jpg │ │ ├── n02129165_4371.JPEG_50_35_284_283.jpg │ │ ├── n02129165_4646.JPEG_75_30_271_251.jpg │ │ ├── n02129165_4783.JPEG_76_64_234_211.jpg │ │ ├── n02129165_501.JPEG_166_112_313_260.jpg │ │ ├── n02129165_5362.JPEG_224_59_355_180.jpg │ │ ├── n02129165_5688.JPEG_92_79_210_206.jpg │ │ ├── n02129165_5756.JPEG_27_18_185_172.jpg │ │ ├── n02129165_60.JPEG_267_62_385_186.jpg │ │ ├── n02129165_6139.JPEG_155_51_346_252.jpg │ │ ├── n02129165_6415.JPEG_99_111_380_368.jpg │ │ ├── n02129165_6594.JPEG_209_127_349_260.jpg │ │ ├── n02129165_683.JPEG_225_90_331_199.jpg │ │ ├── n02129165_6870.JPEG_331_41_462_162.jpg │ │ ├── n02129165_6870.JPEG_86_42_206_172.jpg │ │ ├── n02129165_6964.JPEG_187_60_342_210.jpg │ │ ├── n02129165_7607.JPEG_46_6_238_194.jpg │ │ ├── n02129165_7661.JPEG_142_54_394_248.jpg │ │ ├── n02129165_771.JPEG_146_81_343_295.jpg │ │ ├── n02129165_7719.JPEG_61_41_311_281.jpg │ │ ├── n02129165_7729.JPEG_210_78_348_219.jpg │ │ ├── n02129165_805.JPEG_66_63_300_303.jpg │ │ ├── n02129165_8083.JPEG_455_125_737_416.jpg │ │ ├── n02129165_820.JPEG_84_23_355_282.jpg │ │ ├── n02129165_8439.JPEG_191_64_327_197.jpg │ │ ├── n02129165_8897.JPEG_180_66_462_240.jpg │ │ ├── n02129165_9095.JPEG_345_99_492_242.jpg │ │ ├── n02129165_9183.JPEG_178_80_289_194.jpg │ │ ├── n02129165_9362.JPEG_140_42_322_222.jpg │ │ ├── n02129165_9455.JPEG_92_39_237_181.jpg │ │ ├── n02129165_9508.JPEG_120_109_357_374.jpg │ │ ├── n02129165_9654.JPEG_7_294_121_401.jpg │ │ ├── n02129165_9840.JPEG_143_119_374_333.jpg │ │ ├── n02129165_9852.JPEG_122_95_347_333.jpg │ │ └── n02129165_9990.JPEG_13_113_163_252.jpg │ ├── n02132136 │ │ ├── n02132136_10301.JPEG_97_118_233_253.jpg │ │ ├── n02132136_1031.JPEG_112_43_241_177.jpg │ │ ├── n02132136_10326.JPEG_295_53_436_195.jpg │ │ ├── n02132136_10345.JPEG_100_185_216_307.jpg │ │ ├── n02132136_10622.JPEG_293_30_519_281.jpg │ │ ├── n02132136_10767.JPEG_262_77_436_230.jpg │ │ ├── n02132136_11183.JPEG_98_57_204_186.jpg │ │ ├── n02132136_11693.JPEG_236_69_436_261.jpg │ │ ├── n02132136_12060.JPEG_176_83_326_234.jpg │ │ ├── n02132136_12401.JPEG_152_59_341_256.jpg │ │ ├── n02132136_13556.JPEG_305_137_487_317.jpg │ │ ├── n02132136_13975.JPEG_152_44_285_167.jpg │ │ ├── n02132136_1403.JPEG_51_12_224_156.jpg │ │ ├── n02132136_1455.JPEG_62_59_123_118.jpg │ │ ├── n02132136_14832.JPEG_175_121_334_292.jpg │ │ ├── n02132136_1499.JPEG_371_69_499_204.jpg │ │ ├── n02132136_15462.JPEG_227_140_370_296.jpg │ │ ├── n02132136_16.JPEG_91_18_154_83.jpg │ │ ├── n02132136_1702.JPEG_69_97_216_273.jpg │ │ ├── n02132136_17349.JPEG_151_18_317_177.jpg │ │ ├── n02132136_1864.JPEG_58_20_117_79.jpg │ │ ├── n02132136_1909.JPEG_126_71_343_276.jpg │ │ ├── n02132136_191.JPEG_33_58_111_146.jpg │ │ ├── n02132136_2000.JPEG_17_72_159_216.jpg │ │ ├── n02132136_20479.JPEG_286_84_438_262.jpg │ │ ├── n02132136_2111.JPEG_292_70_460_327.jpg │ │ ├── n02132136_22594.JPEG_105_0_262_170.jpg │ │ ├── n02132136_23078.JPEG_163_82_437_388.jpg │ │ ├── n02132136_23853.JPEG_187_108_326_247.jpg │ │ ├── n02132136_24663.JPEG_167_108_308_257.jpg │ │ ├── n02132136_2473.JPEG_85_78_231_215.jpg │ │ ├── n02132136_2514.JPEG_67_177_168_292.jpg │ │ ├── n02132136_256.JPEG_187_26_339_137.jpg │ │ ├── n02132136_276.JPEG_183_78_339_255.jpg │ │ ├── n02132136_2771.JPEG_347_117_600_346.jpg │ │ ├── n02132136_27823.JPEG_110_2_342_224.jpg │ │ ├── n02132136_29146.JPEG_152_84_380_320.jpg │ │ ├── n02132136_31133.JPEG_341_36_521_211.jpg │ │ ├── n02132136_3118.JPEG_152_22_261_140.jpg │ │ ├── n02132136_3169.JPEG_107_186_251_334.jpg │ │ ├── n02132136_32072.JPEG_123_72_267_234.jpg │ │ ├── n02132136_3398.JPEG_24_16_109_100.jpg │ │ ├── n02132136_34191.JPEG_100_174_278_350.jpg │ │ ├── n02132136_3532.JPEG_21_52_84_120.jpg │ │ ├── n02132136_3534.JPEG_235_88_345_198.jpg │ │ ├── n02132136_3603.JPEG_266_148_524_425.jpg │ │ ├── n02132136_3944.JPEG_115_89_227_214.jpg │ │ ├── n02132136_4211.JPEG_415_140_578_311.jpg │ │ ├── n02132136_4251.JPEG_94_14_165_70.jpg │ │ ├── n02132136_4314.JPEG_121_166_226_278.jpg │ │ ├── n02132136_4510.JPEG_261_92_434_266.jpg │ │ ├── n02132136_4576.JPEG_217_47_382_220.jpg │ │ ├── n02132136_464.JPEG_340_53_529_236.jpg │ │ ├── n02132136_4811.JPEG_30_7_159_130.jpg │ │ ├── n02132136_5118.JPEG_92_92_233_236.jpg │ │ ├── n02132136_5135.JPEG_15_141_174_293.jpg │ │ ├── n02132136_5164.JPEG_79_66_145_127.jpg │ │ ├── n02132136_5200.JPEG_244_64_390_216.jpg │ │ ├── n02132136_5548.JPEG_46_74_200_240.jpg │ │ ├── n02132136_579.JPEG_77_85_191_201.jpg │ │ ├── n02132136_6070.JPEG_14_28_53_64.jpg │ │ ├── n02132136_6273.JPEG_237_135_320_249.jpg │ │ ├── n02132136_6431.JPEG_352_75_464_193.jpg │ │ ├── n02132136_6719.JPEG_74_45_167_137.jpg │ │ ├── n02132136_6739.JPEG_108_256_300_437.jpg │ │ ├── n02132136_68.JPEG_33_65_106_135.jpg │ │ ├── n02132136_6856.JPEG_214_83_421_269.jpg │ │ ├── n02132136_686.JPEG_214_138_346_263.jpg │ │ ├── n02132136_6907.JPEG_288_70_413_194.jpg │ │ ├── n02132136_6927.JPEG_206_215_359_376.jpg │ │ ├── n02132136_729.JPEG_107_199_249_367.jpg │ │ ├── n02132136_7468.JPEG_230_41_410_229.jpg │ │ ├── n02132136_7718.JPEG_69_25_207_172.jpg │ │ ├── n02132136_7750.JPEG_434_61_726_345.jpg │ │ ├── n02132136_7774.JPEG_216_115_321_243.jpg │ │ ├── n02132136_7863.JPEG_109_175_322_433.jpg │ │ ├── n02132136_7872.JPEG_108_126_245_255.jpg │ │ ├── n02132136_7995.JPEG_193_92_319_213.jpg │ │ ├── n02132136_8095.JPEG_83_58_231_213.jpg │ │ ├── n02132136_8504.JPEG_163_253_300_398.jpg │ │ ├── n02132136_8884.JPEG_162_26_335_198.jpg │ │ └── n02132136_8975.JPEG_287_143_428_282.jpg │ └── n02138441 │ │ ├── n02138441_10332.JPEG_127_32_395_214.jpg │ │ ├── n02138441_1058.JPEG_233_164_413_338.jpg │ │ ├── n02138441_10674.JPEG_152_93_271_217.jpg │ │ ├── n02138441_10714.JPEG_118_41_336_201.jpg │ │ ├── n02138441_10933.JPEG_183_0_444_174.jpg │ │ ├── n02138441_1105.JPEG_112_49_270_172.jpg │ │ ├── n02138441_11198.JPEG_104_28_362_187.jpg │ │ ├── n02138441_1124.JPEG_114_60_254_176.jpg │ │ ├── n02138441_1142.JPEG_109_51_293_241.jpg │ │ ├── n02138441_1159.JPEG_62_98_212_250.jpg │ │ ├── n02138441_11749.JPEG_341_215_733_566.jpg │ │ ├── n02138441_11799.JPEG_156_72_300_214.jpg │ │ ├── n02138441_12507.JPEG_124_37_339_248.jpg │ │ ├── n02138441_1253.JPEG_141_22_327_209.jpg │ │ ├── n02138441_1288.JPEG_96_61_318_218.jpg │ │ ├── n02138441_1404.JPEG_132_108_289_254.jpg │ │ ├── n02138441_1763.JPEG_166_14_362_188.jpg │ │ ├── n02138441_1859.JPEG_313_276_499_481.jpg │ │ ├── n02138441_196.JPEG_118_64_322_233.jpg │ │ ├── n02138441_2410.JPEG_271_16_385_160.jpg │ │ ├── n02138441_272.JPEG_342_139_563_343.jpg │ │ ├── n02138441_2743.JPEG_230_27_443_213.jpg │ │ ├── n02138441_2893.JPEG_157_91_346_216.jpg │ │ ├── n02138441_301.JPEG_142_71_283_217.jpg │ │ ├── n02138441_3060.JPEG_101_38_265_193.jpg │ │ ├── n02138441_3081.JPEG_541_170_1006_555.jpg │ │ ├── n02138441_3241.JPEG_165_70_270_181.jpg │ │ ├── n02138441_3256.JPEG_95_122_235_239.jpg │ │ ├── n02138441_3454.JPEG_29_20_186_148.jpg │ │ ├── n02138441_3678.JPEG_210_88_342_195.jpg │ │ ├── n02138441_3686.JPEG_0_73_114_196.jpg │ │ ├── n02138441_38.JPEG_507_62_1000_632.jpg │ │ ├── n02138441_3831.JPEG_158_112_293_242.jpg │ │ ├── n02138441_3867.JPEG_130_137_304_279.jpg │ │ ├── n02138441_4041.JPEG_82_37_242_162.jpg │ │ ├── n02138441_4197.JPEG_67_25_222_175.jpg │ │ ├── n02138441_4219.JPEG_91_46_203_163.jpg │ │ ├── n02138441_4224.JPEG_173_46_305_162.jpg │ │ ├── n02138441_4376.JPEG_278_47_469_221.jpg │ │ ├── n02138441_4641.JPEG_261_12_391_137.jpg │ │ ├── n02138441_4650.JPEG_116_63_272_200.jpg │ │ ├── n02138441_4654.JPEG_123_119_248_221.jpg │ │ ├── n02138441_4667.JPEG_119_145_239_256.jpg │ │ ├── n02138441_4684.JPEG_35_107_149_218.jpg │ │ ├── n02138441_4776.JPEG_132_115_249_222.jpg │ │ ├── n02138441_4951.JPEG_48_36_218_196.jpg │ │ ├── n02138441_4961.JPEG_165_164_281_288.jpg │ │ ├── n02138441_4987.JPEG_271_142_394_273.jpg │ │ ├── n02138441_4996.JPEG_310_171_473_348.jpg │ │ ├── n02138441_5020.JPEG_381_331_1046_849.jpg │ │ ├── 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n02138441_7185.JPEG_231_83_394_236.jpg │ │ ├── n02138441_7202.JPEG_165_66_345_228.jpg │ │ ├── n02138441_721.JPEG_163_133_317_291.jpg │ │ ├── n02138441_7251.JPEG_151_78_224_142.jpg │ │ ├── n02138441_7707.JPEG_183_57_450_310.jpg │ │ ├── n02138441_7879.JPEG_178_119_382_299.jpg │ │ ├── n02138441_8099.JPEG_269_16_443_156.jpg │ │ ├── n02138441_812.JPEG_131_39_272_144.jpg │ │ ├── n02138441_8581.JPEG_287_509_534_756.jpg │ │ ├── n02138441_8917.JPEG_121_35_313_199.jpg │ │ ├── n02138441_918.JPEG_114_45_280_189.jpg │ │ └── n02138441_928.JPEG_208_50_359_190.jpg ├── custom │ ├── flickr_cat_000191.jpg │ ├── flickr_cat_000560.jpg │ ├── flickr_dog_000094.jpg │ ├── flickr_dog_000572.jpg │ ├── flickr_wild_000017.jpg │ ├── flickr_wild_000147.jpg │ ├── flickr_wild_000411.jpg │ ├── flickr_wild_000506.jpg │ ├── flickr_wild_000526.jpg │ ├── flickr_wild_001319.jpg │ └── flickr_wild_002542.jpg ├── demoteaser.gif ├── doggo2short00.mp4 ├── doggo2short01.mp4 ├── doggo2short02.mp4 ├── overview.png ├── shortlion.mp4 └── texturebias │ ├── bird2.jpg │ ├── birdtexture.jpg │ ├── cnnbiascat.png │ ├── dogfur.jpg │ ├── leopardfur.jpeg │ ├── lion.jpg │ ├── mushroom1.jpg │ ├── mushroom2.jpg │ ├── redfox.jpg │ ├── stylecat1.png │ ├── stylecat2.png │ ├── stylecat3.png │ ├── styledog.jpg │ ├── stylewolf3.png │ ├── teton1.jpg │ └── wolf_sketch1.jpg ├── environment.yaml ├── invariances ├── __init__.py ├── data │ ├── __init__.py │ ├── biggan.py │ └── custom.py ├── demo.py ├── greybox │ ├── __init__.py │ ├── classifiers.py │ └── models.py ├── iterator │ ├── __init__.py │ ├── base_trainer.py │ └── cinn_trainer.py ├── model │ ├── __init__.py │ ├── blocks.py │ └── cinn.py └── util │ ├── __init__.py │ ├── ckpt_util.py │ ├── label_util.py │ └── model_util.py └── setup.py /configs/project.yaml: -------------------------------------------------------------------------------- 1 | integrations: 2 | wandb: 3 | active: True 4 | project: invariances 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