Implementation of the "NoBrainer" U-net architecture

Source: R/createCustomUnetModel.R

Creates a keras model implementation of the u-net architecture avaialable here:

createNoBrainerUnetModel3D(inputImageSize)

Arguments

inputImageSize

Used for specifying the input tensor shape. The shape (or dimension) of that tensor is the image dimensions followed by the number of channels (e.g., red, green, and blue).

Value

a u-net keras model

Details

    \url{https://github.com/neuronets/nobrainer/}

Author

Tustison NJ

Examples


library( ANTsRNet )

model <- createNoBrainerUnetModel3D( list( NULL, NULL, NULL, 1 ) )

#> Error in py_discover_config(required_module, use_environment): Python specified in RETICULATE_PYTHON (/Users/ntustison/anaconda3/envs/antsx/bin/python3) does not exist