Models

The models module define the different models used by Biom3d, currently we have 2 encoders, 1 decoder and 2 encoders-decoders.

Decoders

• VGG3D Decoder
  • DecoderBlock
  • VGGDecoder

Encoders

• EfficentNet3D Encoder
  • BlockDecoder
  • EfficientNet3D
  • MBConvBlock3D
  • MemoryEfficientSwish
  • Swish
  • SwishImplementation
  • drop_connect()
  • efficientnet3d()
  • efficientnet_params()
  • get_model_params()
  • round_filters()
  • round_repeats()
  • GlobalParams()
  • BlockArgs()
• VGG3D Encoder
  • EncoderBlock
  • GlobalAvgPool3d
  • LambdaLayer
  • SmallEncoderBlock
  • VGGEncoder

Unet models

• EffUNet
  • EffUNet
  • get_layer()
  • get_outfmaps()
  • get_pyramid()
• VGG3dDeep
  • UNet