README.md

Image Recognition API in Go using TensorFlow

This is the underlying code for article Build an Image Recognition API with Go and TensorFlow.

Running the service

Build the image.

$ docker build -t email4tong/recognition .

Run service in a container.

$ docker run -p 8080:8080 --rm email4tong/recognition

Call the service.

$ curl localhost:8080/recognize -F 'image=@./cat.jpg'
{
  "filename": "cat.jpg",
  "labels": [
    { "label": "tabby", "probability": 0.45087516 },
    { "label": "Egyptian cat", "probability": 0.26096493 },
    { "label": "tiger cat", "probability": 0.23208225 },
    { "label": "lynx", "probability": 0.050698064 },
    { "label": "grey fox", "probability": 0.0019019963 }
  ]
}