https://github.com/tinrab/go-tensorflow-image-recognition

Image Recognition API in Go using TensorFlow
https://github.com/tinrab/go-tensorflow-image-recognition

api docker golang tensorflow

Last synced: about 2 months ago
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Image Recognition API in Go using TensorFlow

• Host: GitHub
• URL: https://github.com/tinrab/go-tensorflow-image-recognition
• Owner: tinrab
• License: mit
• Created: 2017-10-12T06:12:38.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2019-08-24T12:12:15.000Z (about 5 years ago)
• Last Synced: 2024-06-20T16:48:28.358Z (3 months ago)
• Topics: api, docker, golang, tensorflow
• Language: Go
• Homepage:
• Size: 90.8 KB
• Stars: 250
• Watchers: 9
• Forks: 78
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• awesome - tinrab/go-tensorflow-image-recognition - Image Recognition API in Go using TensorFlow (Go)

README

        
# Image Recognition API in Go using TensorFlow



  



This is the underlying code for article [Build an Image Recognition API with Go and TensorFlow](https://outcrawl.com/image-recognition-api-go-tensorflow).

## Running the service

Build the image.

```

$ docker build -t localhost/recognition .

```

Run service in a container.

```

$ docker run -p 8080:8080 --rm localhost/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 }

  ]

}

```