Initial commit: Recycling object detection project

- Added Fast api web application for recycling object detection
- Included YOLOv8 model training notebook
- Set up project structure with datasets and training directories
- Added requirements.txt for dependencies
- Configured .gitignore for Python virtual environment and cache files

datasets/labels/train/out1.txt

@@ -0,0 +1,4 @@
+0 0.312881 0.409537 0.081398 0.390962
+0 0.356912 0.424346 0.076161 0.386731
+0 0.550743 0.424769 0.016184 0.340188
+0 0.588823 0.420538 0.032369 0.326648

datasets/labels/train/out10.txt

@@ -0,0 +1,4 @@
+0 0.353135 0.381412 0.173267 0.284399
+0 0.378227 0.405901 0.176361 0.306459
+0 0.547516 0.518977 0.160449 0.357536
+0 0.584954 0.562588 0.153819 0.400754

datasets/labels/train/out10_aug_0.txt

@@ -0,0 +1,4 @@
+0.0 0.3442823015602786 0.4251855998193725 0.19685194662737737 0.3304593607382095
+0.0 0.371271326421377 0.4421402525598056 0.20191144099159342 0.35311847188058415
+0.0 0.5486166918040103 0.5050697996543986 0.19085402189521272 0.3989498242805983
+0.0 0.5895283519344573 0.5373462066995119 0.18824163346551037 0.4396935587929425

datasets/labels/train/out10_aug_1.txt

@@ -0,0 +1,4 @@
+0.0 0.6584787883410759 0.44656417056356595 0.20620165186724027 0.34921263733980135
+0.0 0.6308397556223002 0.459801818681971 0.2121441001721035 0.37194773306309403
+0.0 0.45130755894120433 0.4984486874889561 0.20348282202356693 0.41488005185551474
+0.0 0.40912786416956337 0.5250713890225738 0.2027937164927261 0.4540814304133986

datasets/labels/train/out10_aug_2.txt

@@ -0,0 +1,4 @@
+0.0 0.35313498973846436 0.38141199201345444 0.17326700687408447 0.28439898788928986
+0.0 0.37822699546813965 0.4059010297060013 0.17636096477508545 0.3064590394496918
+0.0 0.5475159883499146 0.5189769864082336 0.16044902801513672 0.3575359582901001
+0.0 0.584954023361206 0.5625879764556885 0.15381896495819092 0.4007539749145508

datasets/labels/train/out10_aug_3.txt

@@ -0,0 +1,4 @@
+0.0 0.36894708288221945 0.33281210429357644 0.2011164004869332 0.3389663673025207
+0.0 0.3908741697346203 0.36552343495486944 0.20656884857248986 0.3616753364744857
+0.0 0.5445254149648175 0.5350723923752289 0.19655992632127 0.4062615630294493
+0.0 0.5764661353873941 0.5908157401875315 0.19479364351440098 0.4463546697219574

datasets/labels/train/out10_aug_4.txt

@@ -0,0 +1,4 @@
+0.0 0.3435750859067309 0.4300035094226829 0.19907696464283933 0.3348891380887843
+0.0 0.37072563323490765 0.4461225198820026 0.2043396300886009 0.35757715206100477
+0.0 0.5486588781206212 0.5035683548542021 0.19382083630230784 0.4027735089849948
+0.0 0.5898796048950098 0.5345770515652457 0.19164399794128983 0.44318781646261757

datasets/labels/train/out10_aug_5.txt

@@ -0,0 +1,4 @@
+0.0 0.6489964593892965 0.3901361523413903 0.1784771049852607 0.29445809276245477
+0.0 0.6234614179494096 0.4131323343506388 0.1819808870148475 0.3166884243612582
+0.0 0.45215613719472614 0.5161650804466098 0.16703053327432027 0.3667991043155464
+0.0 0.4139251414064401 0.5575447939532765 0.16121034113985916 0.409602449590884

datasets/labels/train/out10_aug_6.txt

@@ -0,0 +1,4 @@
+0.0 0.6468650102615356 0.38141199201345444 0.17326700687408447 0.28439898788928986
+0.0 0.6217730045318604 0.4059010297060013 0.17636096477508545 0.3064590394496918
+0.0 0.45248401165008545 0.5189769864082336 0.16044902801513672 0.3575359582901001
+0.0 0.41504597663879395 0.5625879764556885 0.15381896495819092 0.4007539749145508

datasets/labels/train/out10_aug_7.txt

@@ -0,0 +1,4 @@
+0.0 0.3633320472315073 0.3476821038884315 0.19303665103386014 0.3229042587120524
+0.0 0.38636499398430874 0.3778962228763199 0.1977563274167604 0.34550047908623294
+0.0 0.5456701068726233 0.5300626694733489 0.18581424675746716 0.3923530277230956
+0.0 0.5795059030733982 0.5821525973040278 0.1824822950299534 0.433615293545514

datasets/labels/train/out10_aug_8.txt

@@ -0,0 +1,4 @@
+0.0 0.35313498973846436 0.38141199201345444 0.17326700687408447 0.28439898788928986
+0.0 0.37822699546813965 0.4059010297060013 0.17636096477508545 0.3064590394496918
+0.0 0.5475159883499146 0.5189769864082336 0.16044902801513672 0.3575359582901001
+0.0 0.584954023361206 0.5625879764556885 0.15381896495819092 0.4007539749145508

datasets/labels/train/out10_aug_9.txt

@@ -0,0 +1,4 @@
+0.0 0.35088411222634425 0.3906494548687845 0.17877535063551553 0.2950356184163049
+0.0 0.37644416245613244 0.4135576591745227 0.18230295079655962 0.3172751398893429
+0.0 0.547861386555901 0.51600029107492 0.16740927023032554 0.3673276790792703
+0.0 0.5861373980562998 0.5572482715601992 0.1616365794929563 0.4101053484029788

datasets/labels/train/out11.txt

@@ -0,0 +1,4 @@
+0 0.362532 0.410260 0.176476 0.344701
+0 0.386819 0.426458 0.178837 0.342134
+0 0.541089 0.547800 0.188119 0.378438
+0 0.580693 0.602805 0.174505 0.451045

datasets/labels/train/out11_aug_0.txt

@@ -0,0 +1,4 @@
+0.0 0.6374679803848267 0.41025999188423157 0.17647600173950195 0.34470099210739136
+0.0 0.6131809949874878 0.4264580011367798 0.17883706092834473 0.3421339988708496
+0.0 0.4589110016822815 0.5478000044822693 0.1881190538406372 0.37843799591064453
+0.0 0.41930699348449707 0.6028050184249878 0.17450499534606934 0.45104503631591797

datasets/labels/train/out11_aug_1.txt

@@ -0,0 +1,4 @@
+0.0 0.36253198981285095 0.41025999188423157 0.17647600173950195 0.34470099210739136
+0.0 0.3868190050125122 0.4264580011367798 0.17883700132369995 0.3421339988708496
+0.0 0.5410890132188797 0.5478000044822693 0.18811902403831482 0.37843799591064453
+0.0 0.5806930065155029 0.6028050184249878 0.17450499534606934 0.45104503631591797

datasets/labels/train/out11_aug_2.txt

@@ -0,0 +1,4 @@
+0.0 0.3657963565819 0.39580734910011334 0.18775418675173267 0.3628440777493801
+0.0 0.38949509679322963 0.41455814946088965 0.1900246213240443 0.36053265831331416
+0.0 0.539407745975707 0.5520823463846343 0.20051111422564427 0.39775839915011
+0.0 0.5770907899449478 0.6111989484397784 0.1893635712583433 0.46878831333267673

datasets/labels/train/out11_aug_3.txt

@@ -0,0 +1,4 @@
+0.0 0.6374679803848267 0.41025999188423157 0.17647600173950195 0.34470099210739136
+0.0 0.6131809949874878 0.4264580011367798 0.17883706092834473 0.3421339988708496
+0.0 0.4589110016822815 0.5478000044822693 0.1881190538406372 0.37843799591064453
+0.0 0.41930699348449707 0.6028050184249878 0.17450499534606934 0.45104503631591797

datasets/labels/train/out11_aug_4.txt

@@ -0,0 +1,4 @@
+0.0 0.35573562701133027 0.45525968090064356 0.20821171248973958 0.3951043928133974
+0.0 0.3812578027566137 0.46350191993815465 0.21027751688323193 0.3933266917581434
+0.0 0.545223712266115 0.5340137092711866 0.22305096465038826 0.43199067528785523
+0.0 0.5897086089087704 0.5755876300099643 0.21693502463147268 0.4991207335213629

datasets/labels/train/out11_aug_5.txt

@@ -0,0 +1,4 @@
+0.0 0.6365875817644773 0.40610736384053997 0.17975535517370445 0.3499986314049198
+0.0 0.6124594313053674 0.42303898364023373 0.18209145901800228 0.3475035578274519
+0.0 0.4593752775047408 0.5490381719762663 0.19172018605511065 0.3840835509827397
+0.0 0.4203044109995294 0.6052353072846792 0.17880426156251522 0.4562674986935549

datasets/labels/train/out11_aug_6.txt

@@ -0,0 +1,4 @@
+0.0 0.36253198981285095 0.41025999188423157 0.17647600173950195 0.34470099210739136
+0.0 0.3868190050125122 0.4264580011367798 0.17883700132369995 0.3421339988708496
+0.0 0.5410890132188797 0.5478000044822693 0.18811902403831482 0.37843799591064453
+0.0 0.5806930065155029 0.6028050184249878 0.17450499534606934 0.45104503631591797

datasets/labels/train/out11_aug_7.txt

@@ -0,0 +1,4 @@
+0.0 0.6399432103640963 0.4232986607687818 0.18647473827411176 0.3607970448409451
+0.0 0.6152087130140347 0.4371925997347368 0.18875620243829527 0.3584554280166475
+0.0 0.4575476811523127 0.5438734593066467 0.19910426305724377 0.39558062993062615
+0.0 0.4163641292300949 0.5950813580589085 0.18766726371138193 0.4668073785006892

datasets/labels/train/out11_aug_8.txt

@@ -0,0 +1,4 @@
+0.0 0.36253198981285095 0.41025999188423157 0.17647600173950195 0.34470099210739136
+0.0 0.3868190050125122 0.4264580011367798 0.17883700132369995 0.3421339988708496
+0.0 0.5410890132188797 0.5478000044822693 0.18811902403831482 0.37843799591064453
+0.0 0.5806930065155029 0.6028050184249878 0.17450499534606934 0.45104503631591797

datasets/labels/train/out11_aug_9.txt

@@ -0,0 +1,4 @@
+0.0 0.6328713894994706 0.39054396556696835 0.19176472248116883 0.36924050029630795
+0.0 0.6094123184762428 0.41022412581119905 0.19399957668104706 0.36702594123127835
+0.0 0.46125140097243045 0.5536226124547613 0.20492304657492605 0.40455955854473785
+0.0 0.42431476500751447 0.6142097854270653 0.19470002272729425 0.4749401968416606

datasets/labels/train/out12.txt

@@ -0,0 +1,4 @@
+0 0.371763 0.397521 0.195164 0.324956
+0 0.397230 0.422908 0.180407 0.330033
+0 0.538366 0.563468 0.203732 0.383346
+0 0.574971 0.610857 0.197544 0.423965

datasets/labels/train/out12_aug_0.txt

@@ -0,0 +1,4 @@
+0.0 0.6262145739404432 0.38987109769658035 0.20123289617113438 0.3365017415213074
+0.0 0.6012449780769022 0.4167744394965982 0.18658091872621252 0.34068875237763785
+0.0 0.46286305279374435 0.5657379181632776 0.21090659806085255 0.3953733516315641
+0.0 0.42718030295201925 0.6153002243335717 0.20549465814948725 0.4355971703356763

datasets/labels/train/out12_aug_1.txt

@@ -0,0 +1,4 @@
+0.0 0.3717629909515381 0.3975209891796112 0.19516396522521973 0.3249559998512268
+0.0 0.39722999930381775 0.4229079931974411 0.18040698766708374 0.33003297448158264
+0.0 0.5383660197257996 0.5634679794311523 0.20373201370239258 0.38334596157073975
+0.0 0.5749710202217102 0.6108570098876953 0.19754397869110107 0.4239649772644043

datasets/labels/train/out12_aug_2.txt

@@ -0,0 +1,4 @@
+0.0 0.3717629909515381 0.3975209891796112 0.19516396522521973 0.3249559998512268
+0.0 0.39722999930381775 0.4229079931974411 0.18040698766708374 0.33003297448158264
+0.0 0.5383660197257996 0.5634679794311523 0.20373201370239258 0.38334596157073975
+0.0 0.5749710202217102 0.6108570098876953 0.19754397869110107 0.4239649772644043

datasets/labels/train/out12_aug_3.txt

@@ -0,0 +1,4 @@
+0.0 0.6379408733009759 0.4516415739723558 0.2313952930697426 0.3949032214796578
+0.0 0.609907225551438 0.4661505637484738 0.2176641919879584 0.39392565237153654
+0.0 0.4545639533697817 0.5464289347216675 0.24715791626208833 0.45522456848915704
+0.0 0.4128855611248491 0.5779010040945224 0.24628850406678854 0.49231079381208503

datasets/labels/train/out12_aug_4.txt

@@ -0,0 +1,4 @@
+0.0 0.614587352060415 0.3551645512172958 0.22696962695936607 0.3861954525936405
+0.0 0.5923815922268458 0.3888672309726616 0.21304914440173978 0.38607650511738517
+0.0 0.46930463362989144 0.5755145232886332 0.24175807766524116 0.44643246094808114
+0.0 0.438578783547253 0.6346482361257118 0.24012894908390942 0.48413863768074433

datasets/labels/train/out12_aug_5.txt

@@ -0,0 +1,4 @@
+0.0 0.6282370090484619 0.3975209891796112 0.19516396522521973 0.3249559998512268
+0.0 0.6027700006961823 0.4229079931974411 0.18040698766708374 0.33003297448158264
+0.0 0.46163398027420044 0.5634679794311523 0.20373201370239258 0.38334596157073975
+0.0 0.4250289797782898 0.6108570098876953 0.19754397869110107 0.4239649772644043

datasets/labels/train/out12_aug_6.txt

@@ -0,0 +1,4 @@
+0.0 0.6282370090484619 0.3975209891796112 0.19516396522521973 0.3249559998512268
+0.0 0.6027700006961823 0.4229079931974411 0.18040698766708374 0.33003297448158264
+0.0 0.46163398027420044 0.5634679794311523 0.20373201370239258 0.38334596157073975
+0.0 0.4250289797782898 0.6108570098876953 0.19754397869110107 0.4239649772644043

datasets/labels/train/out12_aug_7.txt

@@ -0,0 +1,4 @@
+0.0 0.3717629909515381 0.3975209891796112 0.19516396522521973 0.3249559998512268
+0.0 0.39722999930381775 0.4229079931974411 0.18040698766708374 0.33003297448158264
+0.0 0.5383660197257996 0.5634679794311523 0.20373201370239258 0.38334596157073975
+0.0 0.5749710202217102 0.6108570098876953 0.19754397869110107 0.4239649772644043

datasets/labels/train/out12_aug_8.txt

@@ -0,0 +1,4 @@
+0.0 0.3717629909515381 0.3975209891796112 0.19516396522521973 0.3249559998512268
+0.0 0.39722999930381775 0.4229079931974411 0.18040698766708374 0.33003297448158264
+0.0 0.5383660197257996 0.5634679794311523 0.20373201370239258 0.38334596157073975
+0.0 0.5749710202217102 0.6108570098876953 0.19754397869110107 0.4239649772644043

datasets/labels/train/out12_aug_9.txt

@@ -0,0 +1,4 @@
+0.0 0.3717629909515381 0.3975209891796112 0.19516396522521973 0.3249559998512268
+0.0 0.39722999930381775 0.4229079931974411 0.18040698766708374 0.33003297448158264
+0.0 0.5383660197257996 0.5634679794311523 0.20373201370239258 0.38334596157073975
+0.0 0.5749710202217102 0.6108570098876953 0.19754397869110107 0.4239649772644043

datasets/labels/train/out13.txt

@@ -0,0 +1,4 @@
+0 0.374785 0.388434 0.197482 0.326207
+0 0.395502 0.418090 0.200172 0.331946
+0 0.532609 0.571627 0.216315 0.386473
+0 0.566347 0.608457 0.211472 0.412302

datasets/labels/train/out13_aug_0.txt

@@ -0,0 +1,4 @@
+0.0 0.36901451899295545 0.41182691229180274 0.21524160081324129 0.36045868991853547
+0.0 0.39133152600627896 0.43755358964904767 0.21824819129578438 0.36665742337588975
+0.0 0.5365651395948854 0.5653109199510282 0.23744856489837468 0.4238376530740543
+0.0 0.5722480809320571 0.5958023193100278 0.23411953381882444 0.44864871833416947

datasets/labels/train/out13_aug_1.txt

@@ -0,0 +1,4 @@
+0.0 0.37478500604629517 0.388434000313282 0.19748198986053467 0.3262070268392563
+0.0 0.3955020010471344 0.41808998584747314 0.20017200708389282 0.3319460153579712
+0.0 0.5326089859008789 0.5716270059347153 0.21631503105163574 0.3864729702472687
+0.0 0.5663470029830933 0.6084570288658142 0.2114720344543457 0.41230201721191406

datasets/labels/train/out13_aug_2.txt

@@ -0,0 +1,4 @@
+0.0 0.6119348786103943 0.35033183055826167 0.227179648382337 0.3838650819181812
+0.0 0.5945443206756681 0.38611044409642475 0.230404847123729 0.39036847285559995
+0.0 0.47514284832160747 0.5808599205702436 0.2517852625420786 0.44915720553388566
+0.0 0.44566573847882585 0.6278465312791004 0.24962555563451988 0.47302413180102726

datasets/labels/train/out13_aug_3.txt

@@ -0,0 +1,4 @@
+0.0 0.6252149939537048 0.388434000313282 0.19748198986053467 0.3262070268392563
+0.0 0.6044979989528656 0.41808998584747314 0.20017200708389282 0.3319460153579712
+0.0 0.4673910140991211 0.5716270059347153 0.21631503105163574 0.3864729702472687
+0.0 0.43365299701690674 0.6084570288658142 0.2114720344543457 0.41230201721191406

datasets/labels/train/out13_aug_4.txt

@@ -0,0 +1,4 @@
+0.0 0.38344569072155316 0.3619250513852083 0.21853343025299365 0.366876690420057
+0.0 0.401955785878237 0.39588211615353286 0.22159975146559518 0.37315984534489477
+0.0 0.5274108282017383 0.5782079166022328 0.24138945115494964 0.43080015274810846
+0.0 0.5583473745856843 0.6221292231535012 0.23836851981125462 0.45537544037489386

datasets/labels/train/out13_aug_5.txt

@@ -0,0 +1,4 @@
+0.0 0.6230960260529048 0.3812148685437736 0.20337625097166534 0.33751228781360126
+0.0 0.6029355657766629 0.4120592819457234 0.20617038583329955 0.3434045791138834
+0.0 0.468725872525228 0.5734842759555665 0.2233076810746102 0.3988407760696974
+0.0 0.43568330358449237 0.6122558069604185 0.21894234273049618 0.42437448637086317

datasets/labels/train/out13_aug_6.txt

@@ -0,0 +1,4 @@
+0.0 0.37478500604629517 0.388434000313282 0.19748198986053467 0.3262070268392563
+0.0 0.3955020010471344 0.41808998584747314 0.20017200708389282 0.3319460153579712
+0.0 0.5326089859008789 0.5716270059347153 0.21631503105163574 0.3864729702472687
+0.0 0.5663470029830933 0.6084570288658142 0.2114720344543457 0.41230201721191406

datasets/labels/train/out13_aug_7.txt

@@ -0,0 +1,4 @@
+0.0 0.36495314656712635 0.43397184196971594 0.2294648984617801 0.3883916183609359
+0.0 0.38852473140388327 0.45587868426188155 0.2327326423278494 0.3949528017397924
+0.0 0.5398379664630812 0.5589510110535256 0.25454538212537753 0.45402840849685805
+0.0 0.5769674448741511 0.5833813956174697 0.25262773669448574 0.47768337455635074

datasets/labels/train/out13_aug_8.txt

@@ -0,0 +1,4 @@
+0.0 0.37478500604629517 0.388434000313282 0.19748198986053467 0.3262070268392563
+0.0 0.3955020010471344 0.41808998584747314 0.20017200708389282 0.3319460153579712
+0.0 0.5326089859008789 0.5716270059347153 0.21631503105163574 0.3864729702472687
+0.0 0.5663470029830933 0.6084570288658142 0.2114720344543457 0.41230201721191406

datasets/labels/train/out13_aug_9.txt

@@ -0,0 +1,4 @@
+0.0 0.3664573395247317 0.4249227717414987 0.22393995035551312 0.3774755128427699
+0.0 0.3895451098531102 0.4484016180019095 0.22710525243944663 0.38389665865947126
+0.0 0.5385529688971694 0.5615920861610711 0.24788176332769046 0.4422661129332332
+0.0 0.5751351147374751 0.5885058947976125 0.2453898031342298 0.4664148355575775

datasets/labels/train/out14.txt

@@ -0,0 +1,4 @@
+0 0.382201 0.380988 0.201395 0.296030
+0 0.407516 0.400990 0.200270 0.304030
+0 0.536622 0.577008 0.216584 0.400040
+0 0.565313 0.613011 0.219959 0.396040

datasets/labels/train/out14_aug_0.txt

@@ -0,0 +1,4 @@
+0.0 0.6152895901122208 0.3734595562407938 0.2073106304250285 0.30883995799585395
+0.0 0.590399965648689 0.39508308474872955 0.20634979210333787 0.31676196978972704
+0.0 0.46497562804660425 0.5793220914361731 0.2246147581829544 0.4137621638615901
+0.0 0.43703919101131317 0.617154075996142 0.22790585384560252 0.40998268350104883

datasets/labels/train/out14_aug_1.txt

@@ -0,0 +1,4 @@
+0.0 0.3822009861469269 0.3809880092740059 0.2013949751853943 0.29603002965450287
+0.0 0.4075159877538681 0.40098999440670013 0.20026996731758118 0.3040299713611603
+0.0 0.5366219878196716 0.5770080089569092 0.2165839672088623 0.40004003047943115
+0.0 0.5653129816055298 0.6130110025405884 0.21995902061462402 0.3960399627685547

datasets/labels/train/out14_aug_2.txt

@@ -0,0 +1,4 @@
+0.0 0.37911713043937745 0.39119954362968606 0.20917180648694206 0.31290993926695754
+0.0 0.40494403988484284 0.4090135228096134 0.20826456310446323 0.3208044132921163
+0.0 0.5386632735060913 0.5737870773071789 0.22715751448121685 0.41809844581457395
+0.0 0.5682952217529839 0.607294838668899 0.23042042715497063 0.4143916315416825

datasets/labels/train/out14_aug_3.txt

@@ -0,0 +1,4 @@
+0.0 0.3822009861469269 0.3809880092740059 0.2013949751853943 0.29603002965450287
+0.0 0.4075159877538681 0.40098999440670013 0.20026996731758118 0.3040299713611603
+0.0 0.5366219878196716 0.5770080089569092 0.2165839672088623 0.40004003047943115
+0.0 0.5653129816055298 0.6130110025405884 0.21995902061462402 0.3960399627685547

datasets/labels/train/out14_aug_4.txt

@@ -0,0 +1,4 @@
+0.0 0.3822009861469269 0.3809880092740059 0.2013949751853943 0.29603002965450287
+0.0 0.4075159877538681 0.40098999440670013 0.20026996731758118 0.3040299713611603
+0.0 0.5366219878196716 0.5770080089569092 0.2165839672088623 0.40004003047943115
+0.0 0.5653129816055298 0.6130110025405884 0.21995902061462402 0.3960399627685547

datasets/labels/train/out14_aug_5.txt

@@ -0,0 +1,4 @@
+0.0 0.3822009861469269 0.3809880092740059 0.2013949751853943 0.29603002965450287
+0.0 0.4075159877538681 0.40098999440670013 0.20026996731758118 0.3040299713611603
+0.0 0.5366219878196716 0.5770080089569092 0.2165839672088623 0.40004003047943115
+0.0 0.5653129816055298 0.6130110025405884 0.21995902061462402 0.3960399627685547

datasets/labels/train/out14_aug_6.txt

@@ -0,0 +1,4 @@
+0.0 0.6177990138530731 0.3809880092740059 0.2013949751853943 0.29603002965450287
+0.0 0.5924839973449707 0.40098999440670013 0.2002699375152588 0.3040299713611603
+0.0 0.46337801218032837 0.5770080089569092 0.2165839672088623 0.40004003047943115
+0.0 0.4346870183944702 0.6130110025405884 0.21995902061462402 0.3960399627685547

datasets/labels/train/out14_aug_7.txt

@@ -0,0 +1,4 @@
+0.0 0.3822009861469269 0.3809880092740059 0.2013949751853943 0.29603002965450287
+0.0 0.4075159877538681 0.40098999440670013 0.20026996731758118 0.3040299713611603
+0.0 0.5366219878196716 0.5770080089569092 0.2165839672088623 0.40004003047943115
+0.0 0.5653129816055298 0.6130110025405884 0.21995902061462402 0.3960399627685547

datasets/labels/train/out14_aug_8.txt

@@ -0,0 +1,4 @@
+0.0 0.3822009861469269 0.3809880092740059 0.2013949751853943 0.29603002965450287
+0.0 0.4075159877538681 0.40098999440670013 0.20026996731758118 0.3040299713611603
+0.0 0.5366219878196716 0.5770080089569092 0.2165839672088623 0.40004003047943115
+0.0 0.5653129816055298 0.6130110025405884 0.21995902061462402 0.3960399627685547

datasets/labels/train/out14_aug_9.txt

@@ -0,0 +1,4 @@
+0.0 0.3822009861469269 0.3809880092740059 0.2013949751853943 0.29603002965450287
+0.0 0.4075159877538681 0.40098999440670013 0.20026996731758118 0.3040299713611603
+0.0 0.5366219878196716 0.5770080089569092 0.2165839672088623 0.40004003047943115
+0.0 0.5653129816055298 0.6130110025405884 0.21995902061462402 0.3960399627685547

datasets/labels/train/out1_aug_0.txt

@@ -0,0 +1,4 @@
+0.0 0.6871190071105957 0.4095370024442673 0.08139801025390625 0.39096203446388245
+0.0 0.6430880129337311 0.4243459925055504 0.0761609673500061 0.38673098385334015
+0.0 0.4492570161819458 0.42476901412010193 0.016183972358703613 0.3401879668235779
+0.0 0.41117697954177856 0.4205380082130432 0.032369017601013184 0.3266479969024658

datasets/labels/train/out1_aug_1.txt

@@ -0,0 +1,4 @@
+0.0 0.30608766397755266 0.4983548397817328 0.13534173151820358 0.4150526154100705
+0.0 0.3507778118924929 0.4924830640511249 0.1296681507071027 0.4085643563998097
+0.0 0.5381181457215628 0.4040556174630784 0.06496912319995007 0.33610610207593333
+0.0 0.5742974175445407 0.38251487759649777 0.0786435775857488 0.3304417114981538

datasets/labels/train/out1_aug_2.txt

@@ -0,0 +1,4 @@
+0.0 0.6793736075159693 0.3690227804299038 0.10801528293372564 0.4058773901335146
+0.0 0.6367137718549518 0.3934150782755473 0.10252374104294515 0.40052552657647056
+0.0 0.44440541514248744 0.43652418651335556 0.03976540886555019 0.34113171454759256
+0.0 0.4063238860163287 0.44071252239184033 0.05488223671993242 0.33126064362233515

datasets/labels/train/out1_aug_3.txt

@@ -0,0 +1,4 @@
+0.0 0.3128809928894043 0.4095370024442673 0.08139801025390625 0.39096203446388245
+0.0 0.3569119870662689 0.4243459925055504 0.0761609673500061 0.38673098385334015
+0.0 0.5507429838180542 0.42476901412010193 0.016183972358703613 0.3401879668235779
+0.0 0.5888230204582214 0.4205380082130432 0.032369017601013184 0.3266479969024658

datasets/labels/train/out1_aug_4.txt

@@ -0,0 +1,4 @@
+0.0 0.3128809928894043 0.4095370024442673 0.08139801025390625 0.39096203446388245
+0.0 0.3569119870662689 0.4243459925055504 0.0761609673500061 0.38673098385334015
+0.0 0.5507429838180542 0.42476901412010193 0.016183972358703613 0.3401879668235779
+0.0 0.5888230204582214 0.4205380082130432 0.032369017601013184 0.3266479969024658

datasets/labels/train/out1_aug_5.txt

@@ -0,0 +1,4 @@
+0.0 0.6871190071105957 0.4095370024442673 0.08139801025390625 0.39096203446388245
+0.0 0.6430880129337311 0.4243459925055504 0.0761609673500061 0.38673098385334015
+0.0 0.4492570161819458 0.42476901412010193 0.016183972358703613 0.3401879668235779
+0.0 0.41117697954177856 0.4205380082130432 0.032369017601013184 0.3266479969024658

datasets/labels/train/out1_aug_6.txt

@@ -0,0 +1,4 @@
+0.0 0.6871190071105957 0.4095370024442673 0.08139801025390625 0.39096203446388245
+0.0 0.6430880129337311 0.4243459925055504 0.0761609673500061 0.38673098385334015
+0.0 0.4492570161819458 0.42476901412010193 0.016183972358703613 0.3401879668235779
+0.0 0.41117697954177856 0.4205380082130432 0.032369017601013184 0.3266479969024658

datasets/labels/train/out1_aug_7.txt

@@ -0,0 +1,4 @@
+0.0 0.3275743050388872 0.34226561950068357 0.12539744507216166 0.41252169286237445
+0.0 0.3689063929518843 0.3730461773570788 0.11977967743915058 0.4064450961943174
+0.0 0.5584409801289255 0.44519750662090585 0.05566645610156118 0.3387241351939112
+0.0 0.5961821402928811 0.4551527666664844 0.06991131112654114 0.3314709741962732

datasets/labels/train/out1_aug_8.txt

@@ -0,0 +1,4 @@
+0.0 0.6871190071105957 0.4095370024442673 0.08139801025390625 0.39096203446388245
+0.0 0.6430880129337311 0.4243459925055504 0.0761609673500061 0.38673098385334015
+0.0 0.4492570161819458 0.42476901412010193 0.016183972358703613 0.3401879668235779
+0.0 0.41117697954177856 0.4205380082130432 0.032369017601013184 0.3266479969024658

datasets/labels/train/out1_aug_9.txt

@@ -0,0 +1,4 @@
+0.0 0.6871190071105957 0.4095370024442673 0.08139801025390625 0.39096203446388245
+0.0 0.6430880129337311 0.4243459925055504 0.0761609673500061 0.38673098385334015
+0.0 0.4492570161819458 0.42476901412010193 0.016183972358703613 0.3401879668235779
+0.0 0.41117697954177856 0.4205380082130432 0.032369017601013184 0.3266479969024658

datasets/labels/train/out2.txt

@@ -0,0 +1,4 @@
+0 0.315474 0.446183 0.075854 0.399588
+0 0.354000 0.450797 0.088231 0.404557
+0 0.551900 0.427020 0.018365 0.344228
+0 0.590626 0.427375 0.023954 0.332162

datasets/labels/train/out2_aug_0.txt

@@ -0,0 +1,4 @@
+0.0 0.3154740035533905 0.4461830109357834 0.07585400342941284 0.399588018655777
+0.0 0.3540000021457672 0.450796976685524 0.08823102712631226 0.4045569598674774
+0.0 0.5519000291824341 0.42702001333236694 0.018365025520324707 0.34422802925109863
+0.0 0.5906260013580322 0.4273749887943268 0.023954033851623535 0.33216196298599243

datasets/labels/train/out2_aug_1.txt

@@ -0,0 +1,4 @@
+0.0 0.6845259964466095 0.4461830109357834 0.07585400342941284 0.399588018655777
+0.0 0.6459999978542328 0.450796976685524 0.08823102712631226 0.4045569598674774
+0.0 0.4480999708175659 0.42702001333236694 0.018365025520324707 0.34422802925109863
+0.0 0.4093739986419678 0.4273749887943268 0.023954033851623535 0.33216196298599243

datasets/labels/train/out2_aug_2.txt

@@ -0,0 +1,4 @@
+0.0 0.32050004905620494 0.406840231285038 0.10252353033410855 0.41298103647767875
+0.0 0.3584279279901402 0.4197170916952432 0.11514799086227734 0.42057887277893274
+0.0 0.5564907121894758 0.4387345438062141 0.04168566506813243 0.34564804198598587
+0.0 0.5949073019586035 0.4474268447748922 0.04641132522323943 0.33487447172634777

datasets/labels/train/out2_aug_3.txt

@@ -0,0 +1,4 @@
+0.0 0.3154740035533905 0.4461830109357834 0.07585400342941284 0.399588018655777
+0.0 0.3540000021457672 0.450796976685524 0.08823102712631226 0.4045569598674774
+0.0 0.5519000291824341 0.42702001333236694 0.018365025520324707 0.34422802925109863
+0.0 0.5906260013580322 0.4273749887943268 0.023954033851623535 0.33216196298599243

datasets/labels/train/out2_aug_4.txt

@@ -0,0 +1,4 @@
+0.0 0.3233394634541721 0.3910279416033582 0.11307374674114323 0.4167316204967093
+0.0 0.3608585184123516 0.4072543840593018 0.12574611750906434 0.4253801609269321
+0.0 0.5581404554282792 0.4438237698506218 0.05111642774380032 0.3447534287062221
+0.0 0.5962651026103432 0.4559142361233656 0.05546611647074773 0.3345585505540013

datasets/labels/train/out2_aug_5.txt

@@ -0,0 +1,4 @@
+0.0 0.31447276107038 0.4584637002297349 0.08418985791916228 0.40434249908269937
+0.0 0.3530687816243696 0.460518273264274 0.09666257349210788 0.4101291869902127
+0.0 0.5503317745757554 0.42362732034148387 0.02557873906872532 0.3452067173914029
+0.0 0.5890382188101315 0.42141260215857124 0.030910546121444282 0.3335198849975544

datasets/labels/train/out2_aug_6.txt

@@ -0,0 +1,4 @@
+0.0 0.6796105884356899 0.407516635851295 0.10206999552956741 0.41279903491207104
+0.0 0.6416674462591373 0.4202505889961931 0.11469172576347075 0.42035184745134335
+0.0 0.4435824391400618 0.43852187482804716 0.041283009468009724 0.3456669532896433
+0.0 0.4051555749526021 0.4470694369003592 0.046024369735318316 0.3348694106105362

datasets/labels/train/out2_aug_7.txt

@@ -0,0 +1,4 @@
+0.0 0.6823087898073203 0.42606184137997577 0.08956633340609932 0.40714135971510224
+0.0 0.6440160700868482 0.4348893727842089 0.10209212426694136 0.4134573368367252
+0.0 0.4456679439213704 0.43284692473745173 0.03026697207449669 0.34558603778391317
+0.0 0.4070279409513264 0.4374454833111787 0.03542693182001244 0.3341554617511318

datasets/labels/train/out2_aug_8.txt

@@ -0,0 +1,4 @@
+0.0 0.6793933169797416 0.40619330900580436 0.10295712858930917 0.4131534741433579
+0.0 0.641480204325038 0.41920687643038673 0.115584148906832 0.4207943658933716
+0.0 0.44343952007229537 0.4389383239865938 0.04207082811625518 0.3456284906876172
+0.0 0.40503292437067084 0.44776910242109436 0.046781443514686494 0.33487790714855836

datasets/labels/train/out2_aug_9.txt

@@ -0,0 +1,4 @@
+0.0 0.6831184690628311 0.4326818898435473 0.0850713490509808 0.40481599463701884
+0.0 0.6447325130608849 0.4401203170222927 0.09755323837170016 0.4106893598893661
+0.0 0.4464489877808372 0.430892524447943 0.02634545165984059 0.3452826599603431
+0.0 0.4077642964561249 0.43409027557986934 0.031649408963272785 0.33363720529456425

datasets/labels/train/out3.txt

@@ -0,0 +1,4 @@
+0 0.307673 0.440968 0.085644 0.388119
+0 0.349257 0.447129 0.077723 0.403960
+0 0.544802 0.429087 0.019307 0.343234
+0 0.583663 0.422486 0.018812 0.321232

datasets/labels/train/out3_aug_0.txt

@@ -0,0 +1,4 @@
+0.0 0.3048834243360887 0.4916997123217537 0.11670591207360986 0.4062381468915985
+0.0 0.34652641782716737 0.4869630035774217 0.11017591125015014 0.4198450199191361
+0.0 0.5384743844539717 0.41818283690620534 0.04738565928649641 0.3445589413401665
+0.0 0.5763719973987699 0.40153109364443007 0.045082668564868866 0.3226653765096128

datasets/labels/train/out3_aug_1.txt

@@ -0,0 +1,4 @@
+0.0 0.30767300724983215 0.44096801429986954 0.08564400672912598 0.38811902701854706
+0.0 0.3492569923400879 0.4471290111541748 0.07772302627563477 0.4039599895477295
+0.0 0.5448020100593567 0.4290870130062103 0.01930701732635498 0.34323400259017944
+0.0 0.5836629867553711 0.42248600721359253 0.018811941146850586 0.3212319612503052

datasets/labels/train/out3_aug_2.txt

@@ -0,0 +1,4 @@
+0.0 0.3204770534507303 0.3638659948662114 0.13358757427700352 0.4127408475925507
+0.0 0.3601473246744029 0.3868748289453577 0.1279298300866239 0.4249159171912481
+0.0 0.5527792177837669 0.44932020099514836 0.06322074695306523 0.34192022109591935
+0.0 0.5914516225112914 0.45879551968045684 0.05989077493656014 0.32030619268529886

datasets/labels/train/out3_aug_3.txt

@@ -0,0 +1,4 @@
+0.0 0.6923270225524902 0.44096801429986954 0.08564400672912598 0.38811902701854706
+0.0 0.6507430076599121 0.4471290111541748 0.07772302627563477 0.4039599895477295
+0.0 0.4551979899406433 0.4290870130062103 0.01930701732635498 0.34323400259017944
+0.0 0.4163370132446289 0.42248600721359253 0.018811941146850586 0.3212319612503052

datasets/labels/train/out3_aug_4.txt

@@ -0,0 +1,4 @@
+0.0 0.3077550199056522 0.44012966861248226 0.0861791571521513 0.38849125771815607
+0.0 0.34933038088380486 0.4464719482540555 0.07828005303582874 0.4042976380610662
+0.0 0.5448996993889582 0.42928255778476254 0.01978044860542627 0.343317146748519
+0.0 0.5837696652710729 0.4228510011592407 0.01925502222478781 0.3213130130993754

datasets/labels/train/out3_aug_5.txt

@@ -0,0 +1,4 @@
+0.0 0.694987051040721 0.4848796654124651 0.11268299672731719 0.4043159077665847
+0.0 0.6532996832552348 0.4815997868813253 0.10595809121263633 0.4182397368478185
+0.0 0.46062797982760795 0.4195438001454257 0.043676180149946064 0.3448135463449391
+0.0 0.4225534914986306 0.40422025229018466 0.041612972515940205 0.32287794268128195

datasets/labels/train/out3_aug_6.txt

@@ -0,0 +1,4 @@
+0.0 0.30767300724983215 0.44096801429986954 0.08564400672912598 0.38811902701854706
+0.0 0.3492569923400879 0.4471290111541748 0.07772302627563477 0.4039599895477295
+0.0 0.5448020100593567 0.4290870130062103 0.01930701732635498 0.34323400259017944
+0.0 0.5836629867553711 0.42248600721359253 0.018811941146850586 0.3212319612503052

datasets/labels/train/out3_aug_7.txt

@@ -0,0 +1,4 @@
+0.0 0.30767300724983215 0.44096801429986954 0.08564400672912598 0.38811902701854706
+0.0 0.3492569923400879 0.4471290111541748 0.07772302627563477 0.4039599895477295
+0.0 0.5448020100593567 0.4290870130062103 0.01930701732635498 0.34323400259017944
+0.0 0.5836629867553711 0.42248600721359253 0.018811941146850586 0.3212319612503052

datasets/labels/train/out3_aug_8.txt

@@ -0,0 +1,4 @@
+0.0 0.6923270225524902 0.44096801429986954 0.08564400672912598 0.38811902701854706
+0.0 0.6507430076599121 0.4471290111541748 0.07772302627563477 0.4039599895477295
+0.0 0.4551979899406433 0.4290870130062103 0.01930701732635498 0.34323400259017944
+0.0 0.4163370132446289 0.42248600721359253 0.018811941146850586 0.3212319612503052

datasets/labels/train/out3_aug_9.txt

@@ -0,0 +1,4 @@
+0.0 0.6923270225524902 0.44096801429986954 0.08564400672912598 0.38811902701854706
+0.0 0.6507430076599121 0.4471290111541748 0.07772302627563477 0.4039599895477295
+0.0 0.4551979899406433 0.4290870130062103 0.01930701732635498 0.34323400259017944
+0.0 0.4163370132446289 0.42248600721359253 0.018811941146850586 0.3212319612503052

datasets/labels/train/out4.txt

@@ -0,0 +1,4 @@
+0 0.311180 0.441401 0.097772 0.374771
+0 0.347071 0.446168 0.086221 0.382838
+0 0.551114 0.441768 0.023515 0.341768
+0 0.586180 0.446901 0.017739 0.341768

datasets/labels/train/out4_aug_0.txt

@@ -0,0 +1,4 @@
+0.0 0.30861514871224976 0.48124280751698795 0.12186095298782318 0.39259593700954387
+0.0 0.344572622750839 0.4784807812891987 0.1109230124458736 0.3981945964142169
+0.0 0.5469119164830242 0.43149581738270915 0.045937219762906434 0.3443125523183928
+0.0 0.582074242919731 0.4292695742992388 0.040201284857027675 0.34310616125870286

datasets/labels/train/out4_aug_1.txt

@@ -0,0 +1,4 @@
+0.0 0.3137474935705657 0.41951775806930175 0.11138359002485221 0.3853611222618415
+0.0 0.349385447706825 0.4284580469171052 0.10015494331510233 0.3920643590056481
+0.0 0.5531516974484036 0.44785127425585347 0.03606917311981528 0.34377357868945585
+0.0 0.5879528808491497 0.45706060823063754 0.030305671029393744 0.3431002623063548

datasets/labels/train/out4_aug_2.txt

@@ -0,0 +1,4 @@
+0.0 0.6888200044631958 0.44140100479125977 0.09777200222015381 0.37477099895477295
+0.0 0.6529290080070496 0.4461680054664612 0.08622097969055176 0.38283801078796387
+0.0 0.448885977268219 0.44176799058914185 0.023514986038208008 0.3417680263519287
+0.0 0.4138200283050537 0.44690099358558655 0.017739057540893555 0.34176796674728394

datasets/labels/train/out4_aug_3.txt

@@ -0,0 +1,4 @@
+0.0 0.3111799955368042 0.44140100479125977 0.09777200222015381 0.37477099895477295
+0.0 0.34707099199295044 0.4461680054664612 0.08622097969055176 0.38283801078796387
+0.0 0.551114022731781 0.44176799058914185 0.023514986038208008 0.3417680263519287
+0.0 0.5861799716949463 0.44690099358558655 0.017739057540893555 0.34176796674728394

datasets/labels/train/out4_aug_4.txt

@@ -0,0 +1,4 @@
+0.0 0.3111799955368042 0.44140100479125977 0.09777200222015381 0.37477099895477295
+0.0 0.34707099199295044 0.4461680054664612 0.08622097969055176 0.38283801078796387
+0.0 0.551114022731781 0.44176799058914185 0.023514986038208008 0.3417680263519287
+0.0 0.5861799716949463 0.44690099358558655 0.017739057540893555 0.34176796674728394

datasets/labels/train/out4_aug_5.txt

@@ -0,0 +1,4 @@
+0.0 0.6888200044631958 0.44140100479125977 0.09777200222015381 0.37477099895477295
+0.0 0.6529290080070496 0.4461680054664612 0.08622097969055176 0.38283801078796387
+0.0 0.448885977268219 0.44176799058914185 0.023514986038208008 0.3417680263519287
+0.0 0.4138200283050537 0.44690099358558655 0.017739057540893555 0.34176796674728394

datasets/labels/train/out4_aug_6.txt

@@ -0,0 +1,4 @@
+0.0 0.3111799955368042 0.44140100479125977 0.09777200222015381 0.37477099895477295
+0.0 0.34707099199295044 0.4461680054664612 0.08622097969055176 0.38283801078796387
+0.0 0.551114022731781 0.44176799058914185 0.023514986038208008 0.3417680263519287
+0.0 0.5861799716949463 0.44690099358558655 0.017739057540893555 0.34176796674728394

datasets/labels/train/out4_aug_7.txt

@@ -0,0 +1,4 @@
+0.0 0.3111799955368042 0.44140100479125977 0.09777200222015381 0.37477099895477295
+0.0 0.34707099199295044 0.4461680054664612 0.08622097969055176 0.38283801078796387
+0.0 0.551114022731781 0.44176799058914185 0.023514986038208008 0.3417680263519287
+0.0 0.5861799716949463 0.44690099358558655 0.017739057540893555 0.34176796674728394

datasets/labels/train/out4_aug_8.txt

@@ -0,0 +1,4 @@
+0.0 0.6916094296356203 0.4910562216901352 0.12751268249639836 0.3961386429925841
+0.0 0.6557116669422702 0.4864530577908904 0.11674826402298943 0.40111994420269015
+0.0 0.45421809822074344 0.42912073536397727 0.05134059358368759 0.3442088346593434
+0.0 0.41910646720664 0.42509387152870803 0.04562659625854154 0.3427090638824657

datasets/labels/train/out4_aug_9.txt

@@ -0,0 +1,4 @@
+0.0 0.30836240616806787 0.4932267222230838 0.12874783947875196 0.39687742825653627
+0.0 0.34424294312082837 0.48821704547939093 0.11802298931759175 0.40172168864881996
+0.0 0.5455269507640383 0.42860361220065835 0.0525293862750249 0.34414731055136616
+0.0 0.5806234373758374 0.4241791281690322 0.04682087948180991 0.34258284910156045

datasets/labels/train/out5.txt

@@ -0,0 +1,4 @@
+0 0.300021 0.465759 0.093853 0.411624
+0 0.341533 0.467134 0.100557 0.419875
+0 0.535169 0.471718 0.036097 0.366703
+0 0.574103 0.468968 0.031456 0.353869