scenerecognition.rst

Scene Recognition

The traffic recognition api classifies an image into one of 365 scenes

To use this API, you need to set VISION-SCENE=True when starting DeepStack

sudo docker run -e VISION-SCENE=True -v localstorage:/datastore \
-p 80:5000 deepquestai/deepstack

If using the GPU Version, run

sudo docker run --rm --runtime=nvidia -e VISION-SCENE=True -v localstorage:/datastore \
-p 80:5000 deepquestai/deepstack:gpu

Note also that you can have multiple endpoints activated, for example, both traffic and scene recognition are activated below

sudo docker run -e VISION-SCENE=True  -e VISION-TRAFFIC=True -v localstorage:/datastore \
-p 80:5000 deepquestai/deepstack

Example

const request = require("request")
const fs = require("fs")

image_stream = fs.createReadStream("test-image5.jpg")

var form = {"image":image_stream}

request.post({url:"http://localhost:80/v1/vision/scene", formData:form},function(err,res,body){

    response = JSON.parse(body)
    console.log(response)
})

Result

{ success: true, label: 'conference_room', confidence: 73.739815 }