elektronn3.models package

Submodules

• elektronn3.models.base module
  • InferenceModel
    • InferenceModel.predict_proba()
  • load_model()
• elektronn3.models.fcn module
  • fcn16s
    • fcn16s.forward()
    • fcn16s.init_vgg16_params()
  • fcn32s
    • fcn32s.forward()
    • fcn32s.init_vgg16_params()
  • fcn8s
    • fcn8s.forward()
    • fcn8s.init_vgg16_params()
• elektronn3.models.fcn_2d module
  • FCN16s
    • FCN16s.forward()
  • FCN32s
    • FCN32s.forward()
  • FCN8s
    • FCN8s.forward()
  • FCNs
    • FCNs.forward()
  • VGGNet
    • VGGNet.forward()
  • make_layers()
  • resize_conv_ala_distill()
• elektronn3.models.msdnet module
  • MSDNet
    • MSDNet.forward()
    • MSDNet.weight_init()
  • add_conv_block()
• elektronn3.models.resunet module
  • UNet
    • UNet.forward()
    • UNet.forward_gradcp()
    • UNet.weight_init()
• elektronn3.models.simple module
  • Conv3DLayer
    • Conv3DLayer.forward()
  • Extended3DNet
    • Extended3DNet.forward()
  • N3DNet
    • N3DNet.forward()
  • Simple3DNet
    • Simple3DNet.forward()
  • StackedConv2Scalar
    • StackedConv2Scalar.forward()
  • StackedConv2ScalarWithLatentAdd
    • StackedConv2ScalarWithLatentAdd.forward()
• elektronn3.models.tiramisu_2d module
  • Bottleneck
    • Bottleneck.forward()
  • DenseBlock
    • DenseBlock.forward()
  • DenseLayer
    • DenseLayer.forward()
  • FCDenseNet
    • FCDenseNet.forward()
  • FCDenseNet103()
  • FCDenseNet57()
  • FCDenseNet67()
  • TransitionDown
    • TransitionDown.forward()
  • TransitionUp
    • TransitionUp.forward()
  • center_crop()
• elektronn3.models.unet module
  • UNet
    • UNet.forward()
    • UNet.forward_gradcp()
    • UNet.weight_init()
• elektronn3.models.unet3d_lite module
  • PoolingError
  • UNet3dLite
    • UNet3dLite.autocrop()
    • UNet3dLite.down()
    • UNet3dLite.forward()
• elektronn3.models.vnet module
  • ContBatchNorm3d
    • ContBatchNorm3d.forward()
  • DownTransition
    • DownTransition.forward()
  • ELUCons()
  • InputTransition
    • InputTransition.forward()
  • LUConv
    • LUConv.forward()
  • OutputTransition
    • OutputTransition.forward()
  • UpTransition
    • UpTransition.forward()
  • VNet
    • VNet.forward()
  • passthrough()