Log In Sign Up
Models:
Tobias Harvey
tobiasharvey/
UNet-Segmentation-Heart-C
0
Downloads: 1
[dce3d9]: / files / data.csv

Download this file

# epoch dice_coef iou loss lr precision recall val_dice_coef val_iou val_loss val_precision val_recall
1 0 0.43490299582481384 0.2967497408390045 0.565346360206604 1e-04 0.3748741149902344 0.8527302742004395 0.27167803049087524 0.18514293432235718 0.7261337041854858 0.2940598726272583 0.9138270616531372
2 1 0.6727445721626282 0.5262703895568848 0.32733070850372314 1e-04 0.7741368412971497 0.8473653197288513 0.06756356358528137 0.044256098568439484 0.9317201972007751 0.9195037484169006 0.08123908191919327
3 2 0.7769449353218079 0.6550866365432739 0.22317323088645935 1e-04 0.8391243815422058 0.8659376502037048 0.5474101901054382 0.4753621220588684 0.44998061656951904 0.8876242637634277 0.8855471014976501
4 3 0.8167721629142761 0.7101670503616333 0.18332728743553162 1e-04 0.8598230481147766 0.874122679233551 0.5756170749664307 0.5077385902404785 0.4220879077911377 0.8586625456809998 0.9429154396057129
5 4 0.8411300778388977 0.7454169392585754 0.15894527733325958 1e-04 0.8761851191520691 0.8831906914710999 0.5485410690307617 0.4836842715740204 0.4462636411190033 0.9402726888656616 0.8092286586761475
6 5 0.850985586643219 0.7606120705604553 0.14909541606903076 1e-04 0.8800076246261597 0.8857040405273438 0.5227777361869812 0.4504688084125519 0.47169747948646545 0.9645717144012451 0.7316895127296448
7 6 0.869767427444458 0.7883642911911011 0.13029849529266357 1e-04 0.8977892994880676 0.8974869847297668 0.3615170121192932 0.2754097580909729 0.634212851524353 0.9752634763717651 0.4763954281806946
8 7 0.8769688010215759 0.799534797668457 0.12305638194084167 1e-04 0.9051224589347839 0.901032030582428 0.49614688754081726 0.42306917905807495 0.49804821610450745 0.9620800018310547 0.6550762057304382
9 8 0.8818086385726929 0.8067893385887146 0.11825700849294662 1e-04 0.9090939164161682 0.903029203414917 0.6002680659294128 0.5483442544937134 0.39674627780914307 0.9428406953811646 0.8896664381027222
10 9 0.8920876979827881 0.8228718638420105 0.10796544700860977 1e-04 0.9172254204750061 0.9111359715461731 0.5605666041374207 0.49245044589042664 0.4351290464401245 0.963437557220459 0.7974013090133667
11 10 0.894217312335968 0.8263934850692749 0.10583152621984482 1e-04 0.9196954965591431 0.911872386932373 0.5727667808532715 0.5134762525558472 0.4247892498970032 0.9555883407592773 0.8428753018379211
12 11 0.9015708565711975 0.8378270268440247 0.09844689071178436 1e-04 0.9245514869689941 0.9192126393318176 0.5755627751350403 0.5164746642112732 0.42043572664260864 0.9384680986404419 0.8287920355796814
13 12 0.9046612977981567 0.8430141806602478 0.09533682465553284 1e-04 0.9254801273345947 0.9204752445220947 0.5253950953483582 0.4607114791870117 0.4704509675502777 0.9702663421630859 0.7762072682380676
14 13 0.8994773626327515 0.8358643651008606 0.10052654147148132 1e-04 0.9251952767372131 0.9163456559181213 0.6106423139572144 0.5583868622779846 0.38656920194625854 0.948291540145874 0.8920263648033142
15 14 0.9073811769485474 0.8474900722503662 0.09265794605016708 1e-04 0.9257526397705078 0.9232683181762695 0.6053389310836792 0.5528183579444885 0.39257749915122986 0.9402648210525513 0.8979372382164001
16 15 0.9071475863456726 0.8476696610450745 0.09288625419139862 1e-04 0.9268465042114258 0.9228343963623047 0.6308296918869019 0.586052656173706 0.36687228083610535 0.9334442019462585 0.931577742099762
17 16 0.9165186882019043 0.8628906607627869 0.08351998031139374 1e-04 0.9334844350814819 0.9327590465545654 0.6070169806480408 0.559625506401062 0.39083269238471985 0.9522189497947693 0.8934751749038696
18 17 0.9236176013946533 0.8750078082084656 0.07641550898551941 1e-04 0.9416840672492981 0.939031183719635 0.6254899501800537 0.5803730487823486 0.3726004958152771 0.9374675750732422 0.9308045506477356
19 18 0.9210740923881531 0.8709608316421509 0.07895912975072861 1e-04 0.9409551620483398 0.936342179775238 0.6156256198883057 0.56842041015625 0.3824325501918793 0.9192803502082825 0.9248819351196289
20 19 0.9215373396873474 0.8714789152145386 0.07850117981433868 1e-04 0.9408054947853088 0.9361127018928528 0.6025590896606445 0.549501895904541 0.3953377306461334 0.9584900736808777 0.8720627427101135
21 20 0.9308826327323914 0.8876863121986389 0.06915402412414551 1e-04 0.9498364329338074 0.9465920925140381 0.6162735819816589 0.5648871660232544 0.3812600374221802 0.9375182390213013 0.9064141511917114
22 21 0.930640697479248 0.8873639702796936 0.06938786059617996 1e-04 0.9502530097961426 0.9465368986129761 0.604579746723175 0.5485732555389404 0.3927174508571625 0.9470232725143433 0.8819745182991028
23 22 0.9348676800727844 0.8948463201522827 0.06516481935977936 1e-04 0.9543177485466003 0.9504203796386719 0.6096243858337402 0.56135493516922 0.38825005292892456 0.9409162998199463 0.899471640586853
24 23 0.9370370507240295 0.898816704750061 0.06300261616706848 1e-04 0.9564274549484253 0.9528915286064148 0.6102418899536133 0.5576674938201904 0.3879281282424927 0.9434636235237122 0.8970317244529724
25 24 0.9359566569328308 0.8969057202339172 0.0640735998749733 1e-04 0.9558103084564209 0.9516335129737854 0.6177586317062378 0.5727213621139526 0.3803504407405853 0.9477116465568542 0.9222464561462402
26 25 0.9392243027687073 0.902834415435791 0.06080983579158783 1e-04 0.9589430093765259 0.9544928073883057 0.592901349067688 0.5433730483055115 0.40496379137039185 0.9539138078689575 0.8843639492988586