ramansage / effunet

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

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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

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

License:MIT License


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