Model | Tasks | t | Network architectures | # Parameters (mil.) |
---|---|---|---|---|
DenseNet | Classification | – | Blocks #4, layers#7, and growth rate # 12 | 1.228 |
DCRN | Classification | 2 | Blocks #4, layers#7, and growth rate # 12 | 1.228 |
R2U-Net | Segmentation | 2 | 1➔ 32➔64➔128➔256➔128➔ 64➔32➔1 | 0.983 |
UD-Net | Detection | 3 | 1➔32➔64➔128➔256➔128 ➔ 64➔32➔1 | 1.038 |