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
# start rest server
$ sbt rest/run
then post cropped_panda.jpg in another terminal using curl
$ curl -XPOST -F "image=@cropped_panda.jpg" localhost:8888/v1/image/label
shows
[
{
"code": "n02510455",
"label": "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca",
"score": 0.8910737
},
{
"code": "n02500267",
"label": "indri, indris, Indri indri, Indri brevicaudatus",
"score": 0.007790538
},
{
"code": "n02509815",
"label": "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens",
"score": 0.0029591226
},
{
"code": "n07760859",
"label": "custard apple",
"score": 0.0014657712
},
{
"code": "n13044778",
"label": "earthstar",
"score": 0.0011742385
}
]
where cropped_panda.jpg is:
History
- 16 June 2017 - Changed the objectives of this project to
Serving TensorFlow Modelswith 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.