ANTsRNet
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ANTsX
Medical image analysis framework merging ANTsR and deep learning
Hi Nick et al, I'm quite new to ANTsRNet. I see that the ANTsRNet package offers several different script examples for _**creating**_ UNet models (such as createUnetModel3D(), etc). I also...
This is not a bug, a comment. It appears that it is now possible to run tensorflow-gpu with docker [1] or even without docker [2] through WSL2. This requires using...
# createSsd7Model2D fails for 2D ``` r library(ANTsRNet) createSsd7Model2D(c(256, 256, 3), 2) #> Error in py_call_impl(callable, dots$args, dots$keywords): ValueError: Duplicate node name in graph: 'packed' #> #> Detailed traceback: #>...
Default for SuperResolutionGanModel is bad for `64x64x3`, but needs to be `112x112x3`. Technically the product needs to be `25088/2 = 12544` ``` r library( keras ) library( ANTsRNet ) keras::backend()$clear_session()...
``` r library(ANTsRNet) library(ANTsR) #> Loading required package: ANTsRCore #> #> Attaching package: 'ANTsRCore' #> The following objects are masked from 'package:stats': #> #> sd, var #> The following objects...
There is an error on https://github.com/ANTsX/ANTsRNet/blob/master/R/createDeepDenoiseSuperResolutionModel.R#L90 The first argument of `layer_add` is the inputs (list of tensors) and the second argument is the `batch_size`. When piped, this is putting `outputs`...
I installed the latest ATNsR/ANTsRCore/ANTsRNet. (Xubuntu 20.04, Anaconda3, Python 3.10.13) As a test, I attempted deepAtrpos and I encountered a Tensorflow-related error message shown at the end. My Python environment...
