A segmentation model based on UNet architecture with an efficientnet encoder. EfficientNet B0 through B7 are supported.
Special thanks to lukemelas for the pytorch implementation of EfficientNet
Install with pip install effunet
from effunet import EffUNet
model = EffUNet(model='b0',out_channels=1,freeze_backbone=True,pretrained=True,device='cuda',num_gpu=1)
and you're good to go...
MIT