/Steel-Defect-Detection

Kaggle Steel defect detection

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Steel-Defect-Detection

Kaggle Steel defect detection

model lr_method lr criterion mIOU
target unet radam 7e-5 bce 0.6
2 fpn adamW 7e-5 bce+dice 0. 62

model: resnext50_32x4d resnet34 se_resnet50 efficientnet-b0

failed:

ColorJitter(0.4, 0.3, 0.3), Erasing