diff --git a/models/face-recognition-ensemble-model.txt b/models/face-recognition-ensemble-model.txt index f210933..32ba1d1 100644 --- a/models/face-recognition-ensemble-model.txt +++ b/models/face-recognition-ensemble-model.txt @@ -3,1858 +3,2039 @@ version=v3 num_class=2 num_tree_per_iteration=2 label_index=0 -max_feature_idx=7 +max_feature_idx=10 objective=multiclass num_class:2 -feature_names=VGG-Face_cosine VGG-Face_euclidean_l2 Facenet_cosine Facenet_euclidean_l2 OpenFace_cosine OpenFace_euclidean_l2 DeepFace_cosine DeepFace_euclidean_l2 -feature_infos=[0.064100000000000004:0.95369999999999999] [0.35809999999999997:1.3811] [0.078700000000000006:1.3133999999999999] [0.39689999999999998:1.6207] [0.051700000000000003:0.98440000000000005] [0.3216:1.4031] [0.075600000000000001:0.6391] [0.38879999999999998:1.1306] -tree_sizes=534 535 542 538 751 743 752 744 841 835 753 745 753 745 750 742 855 849 753 745 855 849 856 850 957 953 958 954 1167 1167 1265 1263 1164 1164 1271 1269 1163 1163 1169 1165 1162 1162 1172 1168 1167 1167 1060 1058 1165 1165 1058 1056 1163 1163 1161 1161 1164 1164 1169 1165 1168 1168 1280 1278 1172 1172 1170 1170 1177 1173 1175 1175 1174 1174 1179 1175 1174 1174 1175 1175 1175 1171 1178 1178 1176 1176 1185 1185 1184 1184 1184 1180 1187 1187 1181 1177 1186 1186 1181 1181 1184 1184 +feature_names=VGG-Face_cosine VGG-Face_euclidean VGG-Face_euclidean_l2 Facenet_cosine Facenet_euclidean Facenet_euclidean_l2 OpenFace_cosine OpenFace_euclidean_l2 DeepFace_cosine DeepFace_euclidean DeepFace_euclidean_l2 +feature_infos=[0.089499999999999996:0.94920000000000004] [0.2296:0.9708] [0.42320000000000002:1.3777999999999999] [0.1009:1.3133999999999999] [5.4021999999999997:19.770800000000001] [0.44929999999999998:1.6207] [0.051700000000000003:1.0374000000000001] [0.3216:1.4403999999999999] [0.094:0.38479999999999998] [39.351999999999997:83.062700000000007] [0.4335:0.87719999999999998] +tree_sizes=429 428 745 745 744 744 746 746 742 742 743 743 742 742 745 745 746 746 747 747 741 741 745 745 748 748 747 747 740 740 749 749 745 745 745 745 746 746 746 746 746 746 748 748 746 746 746 746 748 748 744 744 747 747 742 742 746 746 744 744 747 747 746 746 749 749 749 749 753 753 749 749 751 751 757 757 752 752 756 756 756 756 749 749 753 753 757 757 755 755 755 755 757 757 755 755 757 757 756 756 759 759 762 762 760 760 762 762 759 759 762 762 Tree=0 -num_leaves=4 +num_leaves=3 num_cat=0 -split_feature=3 0 0 -split_gain=110.015 0.0830119 7.10543e-15 -threshold=1.0226000000000002 0.33030000000000004 0.26045000000000007 -decision_type=2 2 2 -left_child=1 2 -1 -right_child=-2 -3 -4 -leaf_value=-0.8260665533962579 -0.62581111970087711 -0.8160537817114889 -0.8260665533962579 -leaf_weight=35.954080581665039 53.431758642196655 9.9872446060180646 12.484055757522581 -leaf_count=72 107 20 25 -internal_value=0 -0.948401 -0.965517 -internal_weight=0 58.4254 48.4381 -internal_count=224 117 97 +split_feature=0 6 +split_gain=68.0274 0.0710725 +threshold=0.40540000000000004 0.28670000000000001 +decision_type=2 2 +left_child=1 -1 +right_child=-2 -3 +leaf_value=-0.76791748778368163 -0.56775407938258216 -0.75790931736362666 +leaf_weight=24.479999542236328 35.471019744873047 9.9918365478515607 +leaf_count=49 71 20 +internal_value=0 -1.0004 +internal_weight=0 34.4718 +internal_count=140 69 shrinkage=1 Tree=1 -num_leaves=4 +num_leaves=3 num_cat=0 -split_feature=3 0 0 -split_gain=110.015 0.0830119 7.10543e-15 -threshold=1.0226000000000002 0.33030000000000004 0.26045000000000007 -decision_type=2 2 2 -left_child=1 2 -1 -right_child=-2 -3 -4 -leaf_value=-0.56150413208323735 -0.76175956577861814 -0.57151690376800635 -0.56150413208323735 -leaf_weight=35.954080581665039 53.431758642196655 9.9872446060180646 12.484055757522581 -leaf_count=72 107 20 25 -internal_value=0 0.948401 0.965517 -internal_weight=0 58.4254 48.4381 -internal_count=224 117 97 +split_feature=0 6 +split_gain=68.0274 0.0710725 +threshold=0.40540000000000004 0.28670000000000001 +decision_type=2 2 +left_child=1 -1 +right_child=-2 -3 +leaf_value=-0.61919353324276494 -0.81935694164386452 -0.62920170366282002 +leaf_weight=24.479999542236328 35.471019744873047 9.9918365478515607 +leaf_count=49 71 20 +internal_value=0 1.0004 +internal_weight=0 34.4718 +internal_count=140 69 shrinkage=1 Tree=2 -num_leaves=4 +num_leaves=6 num_cat=0 -split_feature=3 4 0 -split_gain=90.0026 0.0862517 0.000425163 -threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 -decision_type=2 2 2 -left_child=1 2 -1 -right_child=-2 -3 -4 -leaf_value=-0.088377084683636864 0.093644382448195174 -0.078241277233462178 -0.089114635730583758 -leaf_weight=37.834096491336823 53.253562599420547 9.8282852172851545 9.8507342338561994 -leaf_count=77 107 20 20 -internal_value=0 -0.867713 -0.885294 -internal_weight=0 57.5131 47.6848 -internal_count=224 117 97 +split_feature=3 3 9 6 0 +split_gain=56.0118 0.0517988 0.000585138 0.000133417 3.55271e-15 +threshold=0.53820000000000012 0.24275000000000002 69.498500000000021 0.20415000000000003 0.68725000000000003 +decision_type=2 2 2 2 2 +left_child=1 3 4 -1 -2 +right_child=2 -3 -4 -5 -6 +leaf_value=-0.093090351064778531 0.088877673139613977 -0.084846349476636232 0.089787187521341877 -0.093569808522552297 0.088877673139614005 +leaf_weight=13.922868728637697 14.76509213447571 10.442593455314634 9.8491600155830366 9.9524927735328657 10.335564494132994 +leaf_count=28 30 21 20 20 21 +internal_value=0 -0.907208 0.89134 -0.932902 0.888777 +internal_weight=0 34.318 34.9498 23.8754 25.1007 +internal_count=140 69 71 48 51 shrinkage=0.1 Tree=3 -num_leaves=4 +num_leaves=6 num_cat=0 -split_feature=3 4 0 -split_gain=90.0026 0.0862517 0.000425163 -threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 -decision_type=2 2 2 -left_child=1 2 -1 -right_child=-2 -3 -4 -leaf_value=0.088377084683636864 -0.093644382448195174 0.078241277233462178 0.089114635730583758 -leaf_weight=37.834096491336823 53.253562599420547 9.8282852172851545 9.8507342338561994 -leaf_count=77 107 20 20 -internal_value=0 0.867713 0.885294 -internal_weight=0 57.5131 47.6848 -internal_count=224 117 97 +split_feature=3 3 9 6 0 +split_gain=56.0118 0.0517988 0.000585138 0.000133417 3.55271e-15 +threshold=0.53820000000000012 0.24275000000000002 69.498500000000021 0.20415000000000003 0.68725000000000003 +decision_type=2 2 2 2 2 +left_child=1 3 4 -1 -2 +right_child=2 -3 -4 -5 -6 +leaf_value=0.093090351064778531 -0.088877673139613977 0.084846349476636232 -0.089787187521341877 0.093569808522552297 -0.088877673139614005 +leaf_weight=13.922868728637697 14.76509213447571 10.442593455314634 9.8491600155830366 9.9524927735328657 10.335564494132994 +leaf_count=28 30 21 20 20 21 +internal_value=0 0.907208 -0.89134 0.932902 -0.888777 +internal_weight=0 34.318 34.9498 23.8754 25.1007 +internal_count=140 69 71 48 51 shrinkage=0.1 Tree=4 num_leaves=6 num_cat=0 -split_feature=3 6 0 4 0 -split_gain=74.9721 0.0814382 0.00010498 6.17496e-05 3.55271e-15 -threshold=1.0226000000000002 0.26075000000000004 0.30560000000000004 0.22745000000000001 0.21465000000000004 +split_feature=3 0 0 6 9 +split_gain=46.6369 0.0506093 0.000407332 0.00016996 1.44855e-06 +threshold=0.53820000000000012 0.27245000000000003 0.57595000000000007 0.20930000000000001 68.68310000000001 decision_type=2 2 2 2 2 -left_child=1 2 3 4 -1 -right_child=-2 -3 -4 -5 -6 -leaf_value=-0.082159452550600864 0.086190106080779968 -0.072181262802169091 -0.082598276888739594 -0.082456513755167313 -0.082159452550600878 -leaf_weight=14.76914241909981 52.12652787566185 9.5585083067417127 10.511484205722807 9.5469728112220746 11.434174776077269 -leaf_count=31 107 20 22 20 24 -internal_value=0 -0.805843 -0.823205 -0.822388 -0.821595 -internal_weight=0 55.8203 46.2618 35.7503 26.2033 -internal_count=224 117 97 75 55 +left_child=1 3 -2 -1 -4 +right_child=2 -3 4 -5 -6 +leaf_value=-0.085856077576727252 0.083285043755997212 -0.077767840441769737 0.082546338704073005 -0.086407159305633918 0.082496062226810538 +leaf_weight=13.133465617895128 10.05223625898361 10.731578946113585 14.329391419887545 9.7520125508308393 9.5497991144657117 +leaf_count=27 21 22 30 20 20 +internal_value=0 -0.834339 0.82751 -0.860909 0.825262 +internal_weight=0 33.6171 33.9314 22.8855 23.8792 +internal_count=140 69 71 47 50 shrinkage=0.1 Tree=5 num_leaves=6 num_cat=0 -split_feature=3 6 0 4 0 -split_gain=74.9721 0.0814382 0.00010498 6.17496e-05 3.55271e-15 -threshold=1.0226000000000002 0.26075000000000004 0.30560000000000004 0.22745000000000001 0.21465000000000004 +split_feature=3 0 0 6 9 +split_gain=46.6369 0.0506093 0.000407332 0.00016996 1.44855e-06 +threshold=0.53820000000000012 0.27245000000000003 0.57595000000000007 0.20930000000000001 68.68310000000001 decision_type=2 2 2 2 2 -left_child=1 2 3 4 -1 -right_child=-2 -3 -4 -5 -6 -leaf_value=0.082159452550600864 -0.086190106080779968 0.072181262802169091 0.082598276888739594 0.082456513755167313 0.082159452550600878 -leaf_weight=14.76914241909981 52.12652787566185 9.5585083067417127 10.511484205722807 9.5469728112220746 11.434174776077269 -leaf_count=31 107 20 22 20 24 -internal_value=0 0.805843 0.823205 0.822388 0.821595 -internal_weight=0 55.8203 46.2618 35.7503 26.2033 -internal_count=224 117 97 75 55 +left_child=1 3 -2 -1 -4 +right_child=2 -3 4 -5 -6 +leaf_value=0.085856077576727252 -0.083285043755997212 0.077767840441769737 -0.082546338704073005 0.086407159305633918 -0.082496062226810538 +leaf_weight=13.133465617895128 10.05223625898361 10.731578946113585 14.329391419887545 9.7520125508308393 9.5497991144657117 +leaf_count=27 21 22 30 20 20 +internal_value=0 0.834339 -0.82751 0.860909 -0.825262 +internal_weight=0 33.6171 33.9314 22.8855 23.8792 +internal_count=140 69 71 47 50 shrinkage=0.1 Tree=6 num_leaves=6 num_cat=0 -split_feature=3 0 4 6 4 -split_gain=63.3007 0.08237 0.000444693 8.62725e-06 4.42872e-08 -threshold=1.0226000000000002 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50.344577014446259 9.1994229853153211 9.6717984676361066 9.1465950608253461 10.048768669366835 -leaf_count=34 107 20 21 20 22 -internal_value=0 0.756933 0.774777 0.773107 0.772809 -internal_weight=0 53.5979 44.3985 34.7267 25.5801 -internal_count=224 117 97 76 56 +left_child=1 -1 -2 -3 -4 +right_child=2 3 4 -5 -6 +leaf_value=0.071924187382337454 -0.078995650168580414 0.080338773397168897 -0.077586149474316024 0.081061947474017071 -0.077552547725757051 +leaf_weight=9.9022940397262555 9.2051705420017225 13.161137312650682 10.540238529443743 9.4534454345703107 12.827072024345396 +leaf_count=21 20 28 23 20 28 +internal_value=0 0.779865 -0.779713 0.806411 -0.775677 +internal_weight=0 32.5169 32.5725 22.6146 23.3673 +internal_count=140 69 71 48 51 shrinkage=0.1 Tree=8 -num_leaves=7 +num_leaves=6 num_cat=0 -split_feature=3 4 0 6 4 0 -split_gain=54.0065 0.086193 0.000604979 1.1713e-05 1.21966e-08 3.55271e-15 -threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 0.2291 0.17360000000000003 0.78075000000000017 -decision_type=2 2 2 2 2 2 -left_child=1 2 3 4 -1 -2 -right_child=5 -3 -4 -5 -6 -7 -leaf_value=-0.073376647520683222 0.075932217720328293 -0.062714339302776242 -0.074341487198235301 -0.073509775029849664 -0.073372087274708633 0.075932217720328293 -leaf_weight=15.196182996034624 38.230186849832535 8.7781605124473554 8.8081076741218549 8.7010549008846265 9.5512099266052228 9.8948718905448896 -leaf_count=35 85 20 20 20 22 22 -internal_value=0 -0.717311 -0.736041 -0.7341 -0.733749 0.759322 -internal_weight=0 51.0347 42.2566 33.4484 24.7474 48.1251 -internal_count=224 117 97 77 57 107 +split_feature=3 6 9 0 9 +split_gain=33.7436 0.0506163 0.00105474 6.98259e-05 2.76838e-06 +threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.25400000000000006 60.80380000000001 +decision_type=2 2 2 2 2 +left_child=1 3 4 -1 -2 +right_child=2 -3 -4 -5 -6 +leaf_value=-0.075834295190233852 0.073546660528857763 -0.06713479449595082 0.074885526226351695 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+num_cat=0 +split_feature=3 8 3 6 1 +split_gain=0.191675 0.0314875 4.3935e-05 3.36813e-07 7.31947e-09 +threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007 +decision_type=2 2 2 2 2 +left_child=3 -2 -3 4 -1 +right_child=1 2 -4 -5 -6 +leaf_value=-0.050147950408349143 0.0062166866357838465 0.052306715309342944 0.050103937683255433 -0.050303349851510339 -0.050111305960806811 +leaf_weight=0.11002645688131452 0.24370568105950952 0.27624474046751857 0.13469588803127408 0.22952446108683944 0.10802554129622877 +leaf_count=20 20 20 34 21 25 +internal_value=0 0.346955 0.515847 -0.502188 -0.501298 +internal_weight=0 0.654646 0.410941 0.447576 0.218052 +internal_count=140 74 54 66 45 +shrinkage=0.1 + + +Tree=111 +num_leaves=6 +num_cat=0 +split_feature=3 8 3 6 1 +split_gain=0.191675 0.0314875 4.3935e-05 3.36813e-07 7.31947e-09 +threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007 +decision_type=2 2 2 2 2 +left_child=3 -2 -3 4 -1 +right_child=1 2 -4 -5 -6 +leaf_value=0.050147950408349143 -0.0062166866357838465 -0.052306715309342944 -0.050103937683255433 0.050303349851510339 0.050111305960806811 +leaf_weight=0.11002645688131452 0.24370568105950952 0.27624474046751857 0.13469588803127408 0.22952446108683944 0.10802554129622877 +leaf_count=20 20 20 34 21 25 +internal_value=0 -0.346955 -0.515847 0.502188 0.501298 +internal_weight=0 0.654646 0.410941 0.447576 0.218052 +internal_count=140 74 54 66 45 shrinkage=0.1 end of trees feature importances: -VGG-Face_cosine=224 -Facenet_euclidean_l2=146 -Facenet_cosine=136 -OpenFace_cosine=120 -OpenFace_euclidean_l2=102 -DeepFace_cosine=82 -VGG-Face_euclidean_l2=6 +OpenFace_cosine=136 +Facenet_cosine=126 +VGG-Face_cosine=70 +VGG-Face_euclidean=70 +DeepFace_euclidean=70 +DeepFace_cosine=56 +VGG-Face_euclidean_l2=20 +Facenet_euclidean=6 parameters: [boosting: gbdt] diff --git a/tests/dataset/face-recognition-pivot.csv b/tests/dataset/face-recognition-pivot.csv index c6c6438..7c3f68b 100644 --- a/tests/dataset/face-recognition-pivot.csv +++ b/tests/dataset/face-recognition-pivot.csv @@ -1,322 +1,281 @@ -file_x,file_y,decision,VGG-Face_cosine,VGG-Face_euclidean_l2,Facenet_cosine,Facenet_euclidean_l2,OpenFace_cosine,OpenFace_euclidean_l2,DeepFace_cosine,DeepFace_euclidean_l2 -deepface/tests/dataset/img8.jpg,deepface/tests/dataset/img9.jpg,Yes,0.3147,0.7933,0.1976,0.6287,0.0997,0.4466,0.1695,0.5822 -deepface/tests/dataset/img8.jpg,deepface/tests/dataset/img47.jpg,Yes,0.3638,0.853,0.1976,0.6287,0.0931,0.4314,0.1869,0.6114 -deepface/tests/dataset/img8.jpg,deepface/tests/dataset/img48.jpg,Yes,0.3068,0.7834,0.2593,0.7201,0.1319,0.5136,0.2194,0.6624 -deepface/tests/dataset/img8.jpg,deepface/tests/dataset/img49.jpg,Yes,0.2353,0.686,0.1797,0.5996,0.1472,0.5426,0.1904,0.617 -deepface/tests/dataset/img8.jpg,deepface/tests/dataset/img50.jpg,Yes,0.3583,0.8465,0.24,0.6928,0.132,0.5138,0.138,0.5253 -deepface/tests/dataset/img8.jpg,deepface/tests/dataset/img51.jpg,Yes,0.3446,1.1425,0.1666,0.5772,0.1413,0.5317,0.1656,0.5756 -deepface/tests/dataset/img9.jpg,deepface/tests/dataset/img47.jpg,Yes,0.3153,0.7941,0.1772,0.5953,0.1591,0.5641,0.1795,0.5992 -deepface/tests/dataset/img9.jpg,deepface/tests/dataset/img48.jpg,Yes,0.3537,0.8411,0.1723,0.5871,0.1234,0.4969,0.1795,0.5992 -deepface/tests/dataset/img9.jpg,deepface/tests/dataset/img49.jpg,Yes,0.2072,0.6437,0.1954,0.6251,0.1529,0.553,0.1311,0.5121 -deepface/tests/dataset/img9.jpg,deepface/tests/dataset/img50.jpg,Yes,0.2662,0.7296,0.2576,0.7177,0.1531,0.5533,0.1205,0.491 -deepface/tests/dataset/img9.jpg,deepface/tests/dataset/img51.jpg,Yes,0.3282,0.8102,0.2371,0.6887,0.1873,0.612,0.1817,0.6029 -deepface/tests/dataset/img47.jpg,deepface/tests/dataset/img48.jpg,Yes,0.345,0.8307,0.1613,0.5679,0.1419,0.5328,0.1649,0.5742 -deepface/tests/dataset/img47.jpg,deepface/tests/dataset/img49.jpg,Yes,0.257,0.717,0.1944,0.6236,0.1089,0.4667,0.2415,0.695 -deepface/tests/dataset/img47.jpg,deepface/tests/dataset/img50.jpg,Yes,0.1844,0.6073,0.215,0.6558,0.1817,0.6029,0.2052,0.6406 -deepface/tests/dataset/img47.jpg,deepface/tests/dataset/img51.jpg,Yes,0.1979,0.6291,0.1303,0.5106,0.0939,0.4334,0.1209,0.4918 -deepface/tests/dataset/img48.jpg,deepface/tests/dataset/img49.jpg,Yes,0.2917,0.7639,0.232,0.6812,0.1067,0.462,0.2183,0.6608 -deepface/tests/dataset/img48.jpg,deepface/tests/dataset/img50.jpg,Yes,0.3985,0.8927,0.2745,0.7409,0.2245,0.6701,0.2181,0.6605 -deepface/tests/dataset/img48.jpg,deepface/tests/dataset/img51.jpg,Yes,0.3408,0.8255,0.1586,0.5633,0.1734,0.5888,0.2082,0.6452 -deepface/tests/dataset/img49.jpg,deepface/tests/dataset/img50.jpg,Yes,0.2073,0.6439,0.2437,0.6982,0.1738,0.5896,0.1949,0.6243 -deepface/tests/dataset/img49.jpg,deepface/tests/dataset/img51.jpg,Yes,0.2694,0.7341,0.2076,0.6444,0.1414,0.5318,0.2283,0.6758 -deepface/tests/dataset/img50.jpg,deepface/tests/dataset/img51.jpg,Yes,0.2505,0.7079,0.2299,0.6781,0.1894,0.6155,0.1715,0.5857 -deepface/tests/dataset/img1.jpg,deepface/tests/dataset/img2.jpg,Yes,0.2342,0.6844,0.2508,0.7082,0.0844,0.4109,0.2417,0.6952 -deepface/tests/dataset/img1.jpg,deepface/tests/dataset/img4.jpg,Yes,0.2051,0.6405,0.2766,0.7437,0.1662,0.5766,0.2292,0.6771 -deepface/tests/dataset/img1.jpg,deepface/tests/dataset/img5.jpg,Yes,0.2963,0.7699,0.2696,0.7343,0.0965,0.4393,0.2306,0.679 -deepface/tests/dataset/img1.jpg,deepface/tests/dataset/img6.jpg,Yes,0.254,0.7128,0.2164,0.6579,0.0691,0.3718,0.2365,0.6877 -deepface/tests/dataset/img1.jpg,deepface/tests/dataset/img7.jpg,Yes,0.3104,0.7879,0.2112,0.65,0.1027,0.4531,0.2385,0.6906 -deepface/tests/dataset/img1.jpg,deepface/tests/dataset/img10.jpg,Yes,0.3363,0.8202,0.2129,0.6525,0.0661,0.3635,0.2472,0.7031 -deepface/tests/dataset/img1.jpg,deepface/tests/dataset/img11.jpg,Yes,0.3083,0.7852,0.2042,0.639,0.1626,0.5703,0.2001,0.6326 -deepface/tests/dataset/img2.jpg,deepface/tests/dataset/img4.jpg,Yes,0.1397,0.5285,0.1957,0.6256,0.2497,0.7066,0.1349,0.5194 -deepface/tests/dataset/img2.jpg,deepface/tests/dataset/img5.jpg,Yes,0.1995,0.6317,0.1574,0.561,0.1333,0.5164,0.1583,0.5627 -deepface/tests/dataset/img2.jpg,deepface/tests/dataset/img6.jpg,Yes,0.0908,0.4261,0.0787,0.3969,0.0632,0.3556,0.0756,0.3888 -deepface/tests/dataset/img2.jpg,deepface/tests/dataset/img7.jpg,Yes,0.2,0.6325,0.1642,0.5731,0.1049,0.4581,0.098,0.4428 -deepface/tests/dataset/img2.jpg,deepface/tests/dataset/img10.jpg,Yes,0.2077,0.6444,0.1593,0.5644,0.0589,0.3431,0.1118,0.4729 -deepface/tests/dataset/img2.jpg,deepface/tests/dataset/img11.jpg,Yes,0.2349,0.6854,0.1869,0.6114,0.1029,0.4536,0.1548,0.5564 -deepface/tests/dataset/img4.jpg,deepface/tests/dataset/img5.jpg,Yes,0.1991,0.6311,0.1199,0.4898,0.2891,0.7604,0.1797,0.5995 -deepface/tests/dataset/img4.jpg,deepface/tests/dataset/img6.jpg,Yes,0.1937,0.6224,0.1772,0.5954,0.2199,0.6632,0.1788,0.598 -deepface/tests/dataset/img4.jpg,deepface/tests/dataset/img7.jpg,Yes,0.245,0.7,0.1663,0.5767,0.3435,0.8289,0.1971,0.6279 -deepface/tests/dataset/img4.jpg,deepface/tests/dataset/img10.jpg,Yes,0.1882,0.6136,0.1304,0.5107,0.2052,0.6406,0.1239,0.4979 -deepface/tests/dataset/img4.jpg,deepface/tests/dataset/img11.jpg,Yes,0.2569,0.7168,0.1909,0.618,0.2874,0.7582,0.1737,0.5894 -deepface/tests/dataset/img5.jpg,deepface/tests/dataset/img6.jpg,Yes,0.1858,0.6095,0.1818,0.6029,0.13,0.5099,0.1742,0.5903 -deepface/tests/dataset/img5.jpg,deepface/tests/dataset/img7.jpg,Yes,0.2639,0.7264,0.1754,0.5923,0.1174,0.4846,0.1523,0.5519 -deepface/tests/dataset/img5.jpg,deepface/tests/dataset/img10.jpg,Yes,0.2013,0.6344,0.1143,0.478,0.1228,0.4957,0.1942,0.6232 -deepface/tests/dataset/img5.jpg,deepface/tests/dataset/img11.jpg,Yes,0.3348,0.8183,0.1975,0.6285,0.2071,0.6436,0.1692,0.5818 -deepface/tests/dataset/img6.jpg,deepface/tests/dataset/img7.jpg,Yes,0.192,0.6196,0.1275,0.505,0.1004,0.4482,0.094,0.4335 -deepface/tests/dataset/img6.jpg,deepface/tests/dataset/img10.jpg,Yes,0.214,0.6542,0.1237,0.4974,0.0517,0.3216,0.11,0.4691 -deepface/tests/dataset/img6.jpg,deepface/tests/dataset/img11.jpg,Yes,0.2755,0.7423,0.1772,0.5953,0.1383,0.526,0.1771,0.5951 -deepface/tests/dataset/img7.jpg,deepface/tests/dataset/img10.jpg,Yes,0.3425,0.8276,0.1708,0.5845,0.0956,0.4374,0.1552,0.5571 -deepface/tests/dataset/img7.jpg,deepface/tests/dataset/img11.jpg,Yes,0.2912,0.7632,0.2449,0.6998,0.148,0.544,0.1894,0.6154 -deepface/tests/dataset/img10.jpg,deepface/tests/dataset/img11.jpg,Yes,0.2535,0.712,0.1371,0.5237,0.0609,0.349,0.1851,0.6085 -deepface/tests/dataset/img38.jpg,deepface/tests/dataset/img39.jpg,Yes,0.2057,0.6414,0.1601,0.5658,0.5925,1.0886,0.2554,0.7147 -deepface/tests/dataset/img38.jpg,deepface/tests/dataset/img40.jpg,Yes,0.2117,0.6508,0.2739,0.7402,0.396,0.8899,0.2685,0.7328 -deepface/tests/dataset/img38.jpg,deepface/tests/dataset/img41.jpg,Yes,0.1073,0.4632,0.1257,0.5014,0.7157,1.1964,0.2452,0.7002 -deepface/tests/dataset/img39.jpg,deepface/tests/dataset/img40.jpg,Yes,0.2991,0.7734,0.3134,0.7917,0.4941,0.9941,0.1703,0.5836 -deepface/tests/dataset/img39.jpg,deepface/tests/dataset/img41.jpg,Yes,0.1666,0.5772,0.1502,0.5481,0.2381,0.6901,0.2194,0.6624 -deepface/tests/dataset/img40.jpg,deepface/tests/dataset/img41.jpg,Yes,0.1706,0.5841,0.2017,0.6352,0.3985,1.0649,0.2423,0.6961 -deepface/tests/dataset/img24.jpg,deepface/tests/dataset/img25.jpg,Yes,0.1197,0.4893,0.1419,0.5327,0.1666,0.5773,0.2083,0.6454 -deepface/tests/dataset/img20.jpg,deepface/tests/dataset/img21.jpg,Yes,0.0641,0.3581,0.1052,0.4586,0.1118,0.4729,0.2209,0.6646 -deepface/tests/dataset/img16.jpg,deepface/tests/dataset/img17.jpg,Yes,0.2545,0.7135,0.1493,0.5465,0.2749,0.7414,0.1528,0.5528 -deepface/tests/dataset/img16.jpg,deepface/tests/dataset/img59.jpg,Yes,0.1796,0.5993,0.3095,0.7868,0.4173,0.9136,0.247,0.7028 -deepface/tests/dataset/img16.jpg,deepface/tests/dataset/img61.jpg,Yes,0.1779,0.5965,0.1863,0.6105,0.1407,0.5305,0.1643,0.5732 -deepface/tests/dataset/img16.jpg,deepface/tests/dataset/img62.jpg,Yes,0.106,0.4604,0.2243,0.6698,0.3857,0.8783,0.1953,0.6249 -deepface/tests/dataset/img17.jpg,deepface/tests/dataset/img59.jpg,Yes,0.2519,0.7099,0.2846,0.7544,0.3877,0.8806,0.2994,0.7739 -deepface/tests/dataset/img17.jpg,deepface/tests/dataset/img61.jpg,Yes,0.2507,0.708,0.1992,0.6313,0.1867,0.6111,0.2101,0.6482 -deepface/tests/dataset/img17.jpg,deepface/tests/dataset/img62.jpg,Yes,0.2533,0.7118,0.2672,0.731,0.3356,0.8193,0.252,0.7099 -deepface/tests/dataset/img59.jpg,deepface/tests/dataset/img61.jpg,Yes,0.192,0.6196,0.4417,0.9399,0.3558,0.8435,0.1808,0.6014 -deepface/tests/dataset/img59.jpg,deepface/tests/dataset/img62.jpg,Yes,0.1123,0.4738,0.2974,0.7713,0.5393,1.0386,0.1934,0.6219 -deepface/tests/dataset/img61.jpg,deepface/tests/dataset/img62.jpg,Yes,0.1251,0.5002,0.2245,0.6701,0.4072,0.9024,0.1757,0.5928 -deepface/tests/dataset/img3.jpg,deepface/tests/dataset/img12.jpg,Yes,0.2533,0.7118,0.4062,0.9014,0.1908,0.6178,0.2337,0.6837 -deepface/tests/dataset/img3.jpg,deepface/tests/dataset/img53.jpg,Yes,0.1655,0.5754,0.184,0.6066,0.1465,0.5412,0.243,0.6971 -deepface/tests/dataset/img3.jpg,deepface/tests/dataset/img54.jpg,Yes,0.1982,0.6297,0.406,0.9011,0.1132,0.4758,0.1824,0.6041 -deepface/tests/dataset/img3.jpg,deepface/tests/dataset/img55.jpg,Yes,0.1835,0.6057,0.1366,0.5227,0.1755,0.5924,0.1697,0.5825 -deepface/tests/dataset/img3.jpg,deepface/tests/dataset/img56.jpg,Yes,0.1652,0.5748,0.1833,0.6054,0.1803,0.6005,0.2061,0.642 -deepface/tests/dataset/img12.jpg,deepface/tests/dataset/img53.jpg,Yes,0.372,0.8626,0.3933,0.8869,0.1068,0.4621,0.1633,0.5715 -deepface/tests/dataset/img12.jpg,deepface/tests/dataset/img54.jpg,Yes,0.2153,0.6561,0.2694,0.734,0.1943,0.6234,0.1881,0.6133 -deepface/tests/dataset/img12.jpg,deepface/tests/dataset/img55.jpg,Yes,0.3551,0.8428,0.4726,0.9722,0.1054,0.4591,0.1265,0.5029 -deepface/tests/dataset/img12.jpg,deepface/tests/dataset/img56.jpg,Yes,0.2826,0.7518,0.4761,0.9758,0.1364,0.5224,0.1908,0.6177 -deepface/tests/dataset/img53.jpg,deepface/tests/dataset/img54.jpg,Yes,0.3363,0.8202,0.4627,0.962,0.1964,0.6267,0.174,0.5898 -deepface/tests/dataset/img53.jpg,deepface/tests/dataset/img55.jpg,Yes,0.187,0.6116,0.1625,0.5701,0.1312,0.5123,0.1439,0.5365 -deepface/tests/dataset/img53.jpg,deepface/tests/dataset/img56.jpg,Yes,0.1385,0.5263,0.141,0.5311,0.1285,0.507,0.2005,0.6332 -deepface/tests/dataset/img54.jpg,deepface/tests/dataset/img55.jpg,Yes,0.3124,0.7905,0.4033,0.8981,0.1738,0.5896,0.1351,0.5198 -deepface/tests/dataset/img54.jpg,deepface/tests/dataset/img56.jpg,Yes,0.2571,0.717,0.3912,0.8846,0.1802,0.6002,0.1648,0.574 -deepface/tests/dataset/img55.jpg,deepface/tests/dataset/img56.jpg,Yes,0.2217,0.6658,0.1433,0.5353,0.1677,0.5792,0.1505,0.5486 -deepface/tests/dataset/img34.jpg,deepface/tests/dataset/img35.jpg,Yes,0.0959,0.4381,0.2538,0.7124,0.3727,0.8634,0.3244,0.8055 -deepface/tests/dataset/img34.jpg,deepface/tests/dataset/img36.jpg,Yes,0.1553,0.5573,0.1861,0.6101,0.399,0.8933,0.2923,0.7646 -deepface/tests/dataset/img34.jpg,deepface/tests/dataset/img37.jpg,Yes,0.104,0.4562,0.1192,0.4882,0.4158,0.912,0.2853,0.7554 -deepface/tests/dataset/img35.jpg,deepface/tests/dataset/img36.jpg,Yes,0.2322,0.6814,0.2049,0.6401,0.38,0.8717,0.2991,0.7735 -deepface/tests/dataset/img35.jpg,deepface/tests/dataset/img37.jpg,Yes,0.1684,0.5804,0.186,0.6099,0.1662,0.5766,0.164,0.5727 -deepface/tests/dataset/img36.jpg,deepface/tests/dataset/img37.jpg,Yes,0.1084,0.4655,0.1338,0.5173,0.2909,0.7627,0.2687,0.7331 -deepface/tests/dataset/img22.jpg,deepface/tests/dataset/img23.jpg,Yes,0.3637,0.8528,0.3501,0.8368,0.1651,0.5746,0.1649,0.5742 -deepface/tests/dataset/img22.jpg,deepface/tests/dataset/img63.jpg,Yes,0.2768,0.744,0.2387,0.691,0.1212,0.4924,0.168,0.5797 -deepface/tests/dataset/img22.jpg,deepface/tests/dataset/img64.jpg,Yes,0.2684,0.7327,0.3427,0.8279,0.1495,0.5469,0.2475,0.7035 -deepface/tests/dataset/img22.jpg,deepface/tests/dataset/img65.jpg,Yes,0.4131,0.9089,0.4066,0.9018,0.2039,0.6386,0.3097,0.787 -deepface/tests/dataset/img22.jpg,deepface/tests/dataset/img66.jpg,Yes,0.3381,0.8223,0.502,1.002,0.1663,0.5768,0.3472,0.8333 -deepface/tests/dataset/img23.jpg,deepface/tests/dataset/img63.jpg,Yes,0.1662,0.5766,0.1551,0.557,0.0829,0.4072,0.112,0.4732 -deepface/tests/dataset/img23.jpg,deepface/tests/dataset/img64.jpg,Yes,0.2661,0.7295,0.2743,0.7406,0.1013,0.4502,0.2109,0.6494 -deepface/tests/dataset/img23.jpg,deepface/tests/dataset/img65.jpg,Yes,0.2766,0.7438,0.2725,0.7383,0.2187,0.6613,0.2542,0.713 -deepface/tests/dataset/img23.jpg,deepface/tests/dataset/img66.jpg,Yes,0.175,0.5917,0.2991,0.7735,0.235,0.6856,0.228,0.6752 -deepface/tests/dataset/img63.jpg,deepface/tests/dataset/img64.jpg,Yes,0.2031,0.6373,0.196,0.6261,0.0849,0.412,0.2245,0.6701 -deepface/tests/dataset/img63.jpg,deepface/tests/dataset/img65.jpg,Yes,0.3022,0.7774,0.2646,0.7275,0.1529,0.553,0.2365,0.6878 -deepface/tests/dataset/img63.jpg,deepface/tests/dataset/img66.jpg,Yes,0.2105,0.6488,0.3178,0.7972,0.1468,0.5419,0.2381,0.69 -deepface/tests/dataset/img64.jpg,deepface/tests/dataset/img65.jpg,Yes,0.37,0.8602,0.2176,0.6597,0.1199,0.4896,0.2104,0.6487 -deepface/tests/dataset/img64.jpg,deepface/tests/dataset/img66.jpg,Yes,0.2383,0.6904,0.3096,0.7869,0.1356,0.5209,0.2226,0.6672 -deepface/tests/dataset/img65.jpg,deepface/tests/dataset/img66.jpg,Yes,0.1934,0.6219,0.2835,0.7531,0.2622,0.7242,0.2352,0.6858 -deepface/tests/dataset/img29.jpg,deepface/tests/dataset/img30.jpg,Yes,0.142,0.5329,0.1759,0.5931,0.3237,0.8046,0.272,0.7375 -deepface/tests/dataset/img29.jpg,deepface/tests/dataset/img31.jpg,Yes,0.1525,0.5523,0.1588,0.5636,0.5027,1.0027,0.2,0.6324 -deepface/tests/dataset/img29.jpg,deepface/tests/dataset/img32.jpg,Yes,0.1807,0.6011,0.1997,0.632,0.4602,0.9594,0.3084,0.7854 -deepface/tests/dataset/img29.jpg,deepface/tests/dataset/img33.jpg,Yes,0.1757,0.5927,0.2406,0.6937,0.3446,0.8302,0.1679,0.5795 -deepface/tests/dataset/img30.jpg,deepface/tests/dataset/img31.jpg,Yes,0.1141,0.4776,0.1654,0.5751,0.3189,0.7986,0.1897,0.6159 -deepface/tests/dataset/img30.jpg,deepface/tests/dataset/img32.jpg,Yes,0.1567,0.5597,0.1757,0.5929,0.1712,0.5851,0.242,0.6957 -deepface/tests/dataset/img30.jpg,deepface/tests/dataset/img33.jpg,Yes,0.1548,0.5565,0.2074,0.644,0.1744,0.5906,0.2601,0.7213 -deepface/tests/dataset/img31.jpg,deepface/tests/dataset/img32.jpg,Yes,0.1402,0.5295,0.1009,0.4493,0.2098,0.6478,0.2023,0.6361 -deepface/tests/dataset/img31.jpg,deepface/tests/dataset/img33.jpg,Yes,0.0895,0.4232,0.1873,0.6121,0.1871,0.6118,0.229,0.6768 -deepface/tests/dataset/img32.jpg,deepface/tests/dataset/img33.jpg,Yes,0.2035,0.638,0.2415,0.6949,0.2426,0.6965,0.2768,0.744 -deepface/tests/dataset/img18.jpg,deepface/tests/dataset/img19.jpg,Yes,0.1043,0.4567,0.1248,0.4996,0.2563,0.7159,0.1712,0.5851 -deepface/tests/dataset/img18.jpg,deepface/tests/dataset/img67.jpg,Yes,0.2197,0.6629,0.2387,0.6909,0.3072,0.7838,0.1839,0.6065 -deepface/tests/dataset/img19.jpg,deepface/tests/dataset/img67.jpg,Yes,0.1466,0.5416,0.1321,0.514,0.1504,0.5485,0.1517,0.5508 -deepface/tests/dataset/img26.jpg,deepface/tests/dataset/img27.jpg,Yes,0.3059,0.7822,0.3444,0.8299,0.1815,0.6026,0.2396,0.6922 -deepface/tests/dataset/img26.jpg,deepface/tests/dataset/img28.jpg,Yes,0.343,0.8282,0.3556,0.8433,0.1662,0.5766,0.205,0.6403 -deepface/tests/dataset/img26.jpg,deepface/tests/dataset/img42.jpg,Yes,0.3852,0.8778,0.3278,0.8097,0.2831,0.7524,0.2523,0.7104 -deepface/tests/dataset/img26.jpg,deepface/tests/dataset/img43.jpg,Yes,0.3254,0.8067,0.2825,0.7517,0.2876,0.7585,0.3443,0.8299 -deepface/tests/dataset/img26.jpg,deepface/tests/dataset/img44.jpg,Yes,0.3645,0.8539,0.2248,0.6706,0.2646,0.7274,0.2572,0.7173 -deepface/tests/dataset/img26.jpg,deepface/tests/dataset/img45.jpg,Yes,0.283,0.7523,0.2537,0.7124,0.3277,0.8096,0.2726,0.7384 -deepface/tests/dataset/img26.jpg,deepface/tests/dataset/img46.jpg,Yes,0.447,0.9456,0.4372,0.9351,0.3544,0.8419,0.3079,0.7848 -deepface/tests/dataset/img27.jpg,deepface/tests/dataset/img28.jpg,Yes,0.2847,0.7546,0.2178,0.6601,0.1205,0.491,0.232,0.6811 -deepface/tests/dataset/img27.jpg,deepface/tests/dataset/img42.jpg,Yes,0.328,0.8099,0.2829,0.7523,0.3721,0.8627,0.2376,0.6893 -deepface/tests/dataset/img27.jpg,deepface/tests/dataset/img43.jpg,Yes,0.3781,0.8696,0.2827,0.7519,0.2004,0.633,0.2924,0.7647 -deepface/tests/dataset/img27.jpg,deepface/tests/dataset/img44.jpg,Yes,0.3385,0.8229,0.2597,0.7207,0.2941,0.7669,0.2314,0.6803 -deepface/tests/dataset/img27.jpg,deepface/tests/dataset/img45.jpg,Yes,0.2302,0.6785,0.147,0.5422,0.2088,0.6463,0.2035,0.6379 -deepface/tests/dataset/img27.jpg,deepface/tests/dataset/img46.jpg,Yes,0.3461,0.832,0.388,0.881,0.264,0.7266,0.2241,0.6694 -deepface/tests/dataset/img28.jpg,deepface/tests/dataset/img42.jpg,Yes,0.2442,0.6988,0.1991,0.631,0.2848,0.7547,0.2583,0.7187 -deepface/tests/dataset/img28.jpg,deepface/tests/dataset/img43.jpg,Yes,0.2159,0.657,0.2239,0.6692,0.2194,0.6624,0.2833,0.7527 -deepface/tests/dataset/img28.jpg,deepface/tests/dataset/img44.jpg,Yes,0.2802,0.7486,0.1697,0.5826,0.2753,0.742,0.2378,0.6897 -deepface/tests/dataset/img28.jpg,deepface/tests/dataset/img45.jpg,Yes,0.3044,0.7803,0.1768,0.5946,0.267,0.7307,0.2683,0.7326 -deepface/tests/dataset/img28.jpg,deepface/tests/dataset/img46.jpg,Yes,0.426,0.923,0.3338,0.817,0.2481,0.7044,0.3072,0.7838 -deepface/tests/dataset/img42.jpg,deepface/tests/dataset/img43.jpg,Yes,0.2018,0.6353,0.2418,0.6954,0.1678,0.5794,0.1483,0.5446 -deepface/tests/dataset/img42.jpg,deepface/tests/dataset/img44.jpg,Yes,0.1685,0.5805,0.119,0.4879,0.2432,0.6975,0.0957,0.4375 -deepface/tests/dataset/img42.jpg,deepface/tests/dataset/img45.jpg,Yes,0.2004,0.6331,0.1378,0.5251,0.1982,0.6296,0.1742,0.5903 -deepface/tests/dataset/img42.jpg,deepface/tests/dataset/img46.jpg,Yes,0.2253,0.6713,0.1946,0.6239,0.1761,0.5934,0.1568,0.5601 -deepface/tests/dataset/img43.jpg,deepface/tests/dataset/img44.jpg,Yes,0.2049,0.6402,0.2238,0.6691,0.1748,0.5912,0.1553,0.5573 -deepface/tests/dataset/img43.jpg,deepface/tests/dataset/img45.jpg,Yes,0.2298,0.6779,0.2281,0.6754,0.0531,0.3257,0.1801,0.6001 -deepface/tests/dataset/img43.jpg,deepface/tests/dataset/img46.jpg,Yes,0.3731,0.8638,0.3741,0.865,0.1394,0.5281,0.2184,0.6609 -deepface/tests/dataset/img44.jpg,deepface/tests/dataset/img45.jpg,Yes,0.1743,0.5903,0.1052,0.4587,0.1636,0.572,0.1275,0.505 -deepface/tests/dataset/img44.jpg,deepface/tests/dataset/img46.jpg,Yes,0.2682,0.7324,0.2225,0.667,0.1984,0.6299,0.1569,0.5602 -deepface/tests/dataset/img45.jpg,deepface/tests/dataset/img46.jpg,Yes,0.2818,0.7507,0.2239,0.6692,0.1379,0.5252,0.193,0.6213 -deepface/tests/dataset/img13.jpg,deepface/tests/dataset/img14.jpg,Yes,0.086,0.4148,0.1104,0.47,0.0952,0.4363,0.2043,0.6392 -deepface/tests/dataset/img13.jpg,deepface/tests/dataset/img15.jpg,Yes,0.1879,0.6131,0.2317,0.6808,0.3202,0.8003,0.3665,0.8562 -deepface/tests/dataset/img13.jpg,deepface/tests/dataset/img57.jpg,Yes,0.1204,0.4907,0.1897,0.616,0.4599,0.9591,0.3266,0.8082 -deepface/tests/dataset/img13.jpg,deepface/tests/dataset/img58.jpg,Yes,0.1748,0.5913,0.2264,0.6729,0.5006,1.0006,0.3476,0.8338 -deepface/tests/dataset/img14.jpg,deepface/tests/dataset/img15.jpg,Yes,0.1969,0.6275,0.2322,0.6815,0.3409,0.8257,0.4076,0.9029 -deepface/tests/dataset/img14.jpg,deepface/tests/dataset/img57.jpg,Yes,0.1815,0.6025,0.128,0.5059,0.4251,0.9221,0.3284,0.8105 -deepface/tests/dataset/img14.jpg,deepface/tests/dataset/img58.jpg,Yes,0.2071,0.6436,0.2125,0.6519,0.4993,0.9993,0.3848,0.8772 -deepface/tests/dataset/img15.jpg,deepface/tests/dataset/img57.jpg,Yes,0.198,0.6293,0.2073,0.6439,0.3957,0.8896,0.3881,0.881 -deepface/tests/dataset/img15.jpg,deepface/tests/dataset/img58.jpg,Yes,0.1109,0.4709,0.1106,0.4702,0.2815,0.7503,0.4153,0.9114 -deepface/tests/dataset/img57.jpg,deepface/tests/dataset/img58.jpg,Yes,0.1581,0.5624,0.1452,0.5389,0.213,0.6528,0.2184,0.6609 -deepface/tests/dataset/img40.jpg,deepface/tests/dataset/img43.jpg,No,0.7696,1.2407,1.0916,1.4776,0.4942,0.9942,0.3359,0.8197 -deepface/tests/dataset/img39.jpg,deepface/tests/dataset/img59.jpg,No,0.4943,0.9943,0.9818,1.4013,0.3034,0.7789,0.3384,0.8226 -deepface/tests/dataset/img16.jpg,deepface/tests/dataset/img19.jpg,No,0.4934,0.9934,0.9461,1.3756,0.3421,0.8272,0.269,0.7334 -deepface/tests/dataset/img60.jpg,deepface/tests/dataset/img42.jpg,No,0.6939,1.178,0.8859,1.3311,0.7267,1.2056,0.388,0.8809 -deepface/tests/dataset/img53.jpg,deepface/tests/dataset/img27.jpg,No,0.5711,1.0688,0.6617,1.1504,0.1235,0.497,0.2259,0.6722 -deepface/tests/dataset/img23.jpg,deepface/tests/dataset/img31.jpg,No,0.7637,1.2359,1.1073,1.4881,0.6972,1.1808,0.2267,0.6734 -deepface/tests/dataset/img6.jpg,deepface/tests/dataset/img56.jpg,No,0.6642,1.1526,0.8253,1.2848,0.2885,0.7596,0.2394,0.6919 -deepface/tests/dataset/img61.jpg,deepface/tests/dataset/img64.jpg,No,0.8864,1.3315,1.1364,1.5076,0.5646,1.0627,0.305,0.781 -deepface/tests/dataset/img34.jpg,deepface/tests/dataset/img30.jpg,No,0.3003,0.775,0.5442,1.0432,0.5256,1.0252,0.3147,0.7933 -deepface/tests/dataset/img35.jpg,deepface/tests/dataset/img65.jpg,No,0.7314,1.2095,1.0209,1.4289,0.4125,0.9083,0.229,0.6767 -deepface/tests/dataset/img50.jpg,deepface/tests/dataset/img29.jpg,No,0.6879,1.1729,1.3134,1.6207,0.5038,1.0038,0.2577,0.7179 -deepface/tests/dataset/img20.jpg,deepface/tests/dataset/img58.jpg,No,0.4419,0.9401,0.6899,1.1747,0.5156,1.0155,0.2928,0.7652 -deepface/tests/dataset/img49.jpg,deepface/tests/dataset/img15.jpg,No,0.6384,1.1299,0.9711,1.3936,0.7545,1.2285,0.4377,0.9357 -deepface/tests/dataset/img54.jpg,deepface/tests/dataset/img58.jpg,No,0.6048,1.0998,0.8084,1.2716,0.6403,1.1316,0.3272,0.809 -deepface/tests/dataset/img47.jpg,deepface/tests/dataset/img58.jpg,No,0.6071,1.1019,0.9813,1.4009,0.5428,1.0419,0.2835,0.753 -deepface/tests/dataset/img11.jpg,deepface/tests/dataset/img57.jpg,No,0.6978,1.1814,0.9949,1.4106,0.7536,1.2276,0.2121,0.6514 -deepface/tests/dataset/img49.jpg,deepface/tests/dataset/img54.jpg,No,0.4662,0.9656,0.8303,1.2886,0.3419,0.827,0.2892,0.7605 -deepface/tests/dataset/img40.jpg,deepface/tests/dataset/img27.jpg,No,0.7891,1.2563,0.9875,1.4054,0.5895,1.0859,0.2496,0.7065 -deepface/tests/dataset/img48.jpg,deepface/tests/dataset/img12.jpg,No,0.4054,0.9005,0.7617,1.2343,0.1731,0.5883,0.241,0.6943 -deepface/tests/dataset/img7.jpg,deepface/tests/dataset/img53.jpg,No,0.5705,1.0682,0.8906,1.3346,0.196,0.6261,0.236,0.6871 -deepface/tests/dataset/img19.jpg,deepface/tests/dataset/img46.jpg,No,0.7817,1.2503,1.0549,1.4525,0.3311,0.8137,0.2782,0.746 -deepface/tests/dataset/img56.jpg,deepface/tests/dataset/img58.jpg,No,0.6012,1.0965,0.7855,1.2534,0.5783,1.0754,0.2942,0.767 -deepface/tests/dataset/img24.jpg,deepface/tests/dataset/img60.jpg,No,0.8129,1.2751,1.0276,1.4336,0.3259,0.8073,0.3883,0.8812 -deepface/tests/dataset/img63.jpg,deepface/tests/dataset/img58.jpg,No,0.672,1.1593,1.1477,1.5151,0.5817,1.0786,0.2785,0.7464 -deepface/tests/dataset/img16.jpg,deepface/tests/dataset/img67.jpg,No,0.5792,1.0763,1.0139,1.424,0.4802,0.98,0.2721,0.7377 -deepface/tests/dataset/img65.jpg,deepface/tests/dataset/img58.jpg,No,0.6098,1.1043,1.1053,1.4868,0.5809,1.0779,0.3053,0.7814 -deepface/tests/dataset/img52.jpg,deepface/tests/dataset/img61.jpg,No,0.9226,1.3584,0.8915,1.3353,0.4719,0.9715,0.4682,0.9676 -deepface/tests/dataset/img48.jpg,deepface/tests/dataset/img21.jpg,No,0.8353,1.2925,1.05,1.4491,0.378,0.8695,0.2968,0.7704 -deepface/tests/dataset/img9.jpg,deepface/tests/dataset/img23.jpg,No,0.4919,0.9918,0.6619,1.1506,0.1562,0.559,0.1356,0.5208 -deepface/tests/dataset/img48.jpg,deepface/tests/dataset/img24.jpg,No,0.7735,1.2438,0.984,1.4029,0.4655,0.9649,0.2868,0.7574 -deepface/tests/dataset/img52.jpg,deepface/tests/dataset/img3.jpg,No,0.6811,1.1672,1.1216,1.4978,0.3851,0.8777,0.541,1.0402 -deepface/tests/dataset/img35.jpg,deepface/tests/dataset/img22.jpg,No,0.8305,1.2888,1.2178,1.5607,0.5504,1.0492,0.3588,0.8472 -deepface/tests/dataset/img48.jpg,deepface/tests/dataset/img39.jpg,No,0.7403,1.2168,0.6892,1.1741,0.818,1.2791,0.2269,0.6736 -deepface/tests/dataset/img41.jpg,deepface/tests/dataset/img24.jpg,No,0.5431,1.0422,1.1194,1.4962,0.4525,1.2873,0.4458,0.9442 -deepface/tests/dataset/img20.jpg,deepface/tests/dataset/img62.jpg,No,0.5644,1.0624,0.7562,1.2298,0.8323,1.2902,0.2739,0.7401 -deepface/tests/dataset/img34.jpg,deepface/tests/dataset/img32.jpg,No,0.26,0.7212,0.4772,0.9769,0.5741,1.0715,0.2,0.6324 -deepface/tests/dataset/img35.jpg,deepface/tests/dataset/img13.jpg,No,0.5001,1.0001,1.0427,1.4441,0.4415,0.9397,0.3168,0.796 -deepface/tests/dataset/img23.jpg,deepface/tests/dataset/img18.jpg,No,0.659,1.148,0.9292,1.3633,0.4129,0.9087,0.2199,0.6632 -deepface/tests/dataset/img25.jpg,deepface/tests/dataset/img16.jpg,No,0.5927,1.0887,0.9862,1.4044,0.286,0.7563,0.1702,0.5835 -deepface/tests/dataset/img5.jpg,deepface/tests/dataset/img60.jpg,No,0.7139,1.1949,1.1904,1.543,0.7118,1.1932,0.3779,0.8694 -deepface/tests/dataset/img5.jpg,deepface/tests/dataset/img25.jpg,No,0.8263,1.2855,0.9138,1.3519,0.4273,0.9244,0.2931,0.7656 -deepface/tests/dataset/img4.jpg,deepface/tests/dataset/img13.jpg,No,0.674,1.161,1.0765,1.4673,0.6242,1.1173,0.2373,0.6889 -deepface/tests/dataset/img56.jpg,deepface/tests/dataset/img45.jpg,No,0.6722,1.1595,0.7583,1.2315,0.3627,0.8517,0.2521,0.7101 -deepface/tests/dataset/img24.jpg,deepface/tests/dataset/img33.jpg,No,0.5222,1.0219,0.7947,1.2607,0.3772,0.8686,0.2909,0.7628 -deepface/tests/dataset/img32.jpg,deepface/tests/dataset/img19.jpg,No,0.3528,0.84,0.6726,1.1598,0.5298,1.0294,0.2298,0.678 -deepface/tests/dataset/img38.jpg,deepface/tests/dataset/img26.jpg,No,0.6921,1.1765,0.9543,1.3815,0.1787,0.5978,0.3346,0.8181 -deepface/tests/dataset/img32.jpg,deepface/tests/dataset/img43.jpg,No,0.8208,1.2813,0.7256,1.2046,0.5805,1.0775,0.3714,0.8619 -deepface/tests/dataset/img47.jpg,deepface/tests/dataset/img32.jpg,No,0.6204,1.1139,1.2286,1.5676,0.4457,0.9442,0.1996,0.6319 -deepface/tests/dataset/img21.jpg,deepface/tests/dataset/img61.jpg,No,0.5642,1.0623,0.7305,1.2088,0.5523,1.051,0.3206,0.8008 -deepface/tests/dataset/img59.jpg,deepface/tests/dataset/img63.jpg,No,0.864,1.3145,1.1408,1.5105,0.844,1.2992,0.3565,0.8444 -deepface/tests/dataset/img33.jpg,deepface/tests/dataset/img44.jpg,No,0.7813,1.25,0.7816,1.2503,0.5966,1.0924,0.3207,0.8009 -deepface/tests/dataset/img7.jpg,deepface/tests/dataset/img35.jpg,No,0.8227,1.2827,1.0357,1.4392,0.4864,0.9863,0.2401,0.693 -deepface/tests/dataset/img33.jpg,deepface/tests/dataset/img27.jpg,No,0.8026,1.2669,0.7616,1.2342,0.6597,1.1487,0.3204,0.8005 -deepface/tests/dataset/img61.jpg,deepface/tests/dataset/img55.jpg,No,0.7061,1.1884,0.9859,1.4042,0.5513,1.05,0.2238,0.669 -deepface/tests/dataset/img1.jpg,deepface/tests/dataset/img41.jpg,No,0.7301,1.2084,1.1995,1.5489,0.9844,1.4031,0.3297,0.812 -deepface/tests/dataset/img10.jpg,deepface/tests/dataset/img25.jpg,No,0.7508,1.2254,0.9201,1.3565,0.3416,0.8266,0.3168,0.7959 -deepface/tests/dataset/img21.jpg,deepface/tests/dataset/img23.jpg,No,0.6525,1.1424,0.9398,1.371,0.3454,0.8311,0.2759,0.7429 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