A Scala binding of TensorFlow for Serving TensorFlow Models

Quick Start

$ git clone https://github.com/mskimm/tensorflow-scala.git
$ cd tensorflow-scala
$ (cd model; sh download.sh) # download inception-v3
$ sbt "run-main tensorflow.TensorFlowExample cropped_panda.jpg"
or
$ sbt "run-main tensorflow.TensorFlowExample /path/to/jpg/image"
or
$ sbt "run-main tensorflow.TensorFlowExample http://path/to/online/image"

where cropped_panda.jpg is:

The sbt "run-main tensorflow.TensorFlowExample cropped_panda.jpg" will show:

Label(n02510455,giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca,0.8910737)
Label(n02500267,indri, indris, Indri indri, Indri brevicaudatus,0.007790538)
Label(n02509815,lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens,0.0029591226)
Label(n07760859,custard apple,0.0014657712)
Label(n13044778,earthstar,0.0011742385)

Example

See https://github.com/mskimm/tensorflow-scala/blob/master/src/main/scala/tensorflow/TensorFlowExample.scala

History

• 16 June 2017 - Changed the objectives of this project to Serving TensorFlow Models with Scala
• 11 May 2017 - Decided to deprecate this project because TensorFlow provides Java API from the version 1.0.0.
• 19 Oct 2016 - This project started with JNA binding of TensorFlow.