Tensorflow Examples in F#

List of examples

• ImageClassifier
  • Uses Resnet50 to classifiy an image into one of 1000 categories
• NeuralStyleTransfer
  • Uses Fast Style Transfer to transfer image styles
  • The pretrained weights are for style of Rain Princess by Lenoid Afremov
  • Different weights can be loaded to apply different styles
• AttGAN
  • Using a GAN to visually change the attributs of faces
  • This is a work in progress

Setup

• Make sure FSI is 64bit and does not shadow assemblies¹
• run script setup.fsx

Run

• Scripts can be run by either "Send to FSI" or by FSI. For example FSI.exe NeuralStyleTransfer.fsx --style wave

1: Making sure FSI is 64bit and does not shadow

For Visual Studio Code:

• On Ubuntu: it should work with default settings
• On Windows: if FSI is defaulting to 32bit this will need to be changed to 64bit by setting the Ionide property for fsiFilePath to the full path to the fsiAnyCpu.exe.

"FSharp.fsiFilePath": "C:\..fsiAnyCpu.exe"

See Ionide issue [956](https://github.com/ionide/ionide-vscode-fsharp/issues/956)

• On Mac: this is currently untested

For Visual Studio both 64bit needs to be enabled and shadow copy assemblies needs to be switched off. Tools -> Options -> F# Tools -> F# Interactive