/effunet

A segmentation model based on UNet architecture with an efficientnet encoder. EfficientNet B0 through B7 are supported.

Primary LanguagePythonMIT LicenseMIT

EffUNet

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

Quick start guide

Install with pip install effunet

from effunet import EffUNet
model = EffUNet(model='b0',out_channels=1,freeze_backbone=True,pretrained=True,device='cuda')

and you're good to go...

License

MIT