General

The ‘General’ model recognizes over 11,000 different concepts including objects, themes, moods, and more. This model is a great all-purpose solution for most visual recognition needs.


GO TO DOCUMENTATION Updated Mar 9, 2016

Demo

Info

Info

MODEL NAME

General

OWNER

Clarifai

MODEL ID

aaa03c23b3724a16a56b629203edc62c

UPDATED AT

Mar 9, 2016

CONCEPTS

Afternoon, Art, Beautiful, Bicycle, Happiness, Togetherness and more

Request

You can call the Predict API with the 'General' model. Simply pass in an image input with a publicly accessible URL or by directly sending image bytes.

You can learn more about the Predict API in our API Guide.

POST
curl -X POST
    -H 'Authorization: Key YOUR_API_KEY'
    -H "Content-Type: application/json"
    -d '
    {
      "inputs": [
        {
          "data": {
            "image": {
              "url": "https://samples.clarifai.com/metro-north.jpg"
            }
          }
        }
      ]
    }'
    https://api.clarifai.com/v2/models/aaa03c23b3724a16a56b629203edc62c/outputs

Response

The Predict API returns a list of concepts (such as car, girl, and happiness) with corresponding probability scores on the likelihood that these concepts are present within the image.


SHOW FULL CODE
Response
    {
      "status": {
        "code": 10000,
        "description": "Ok"
      },
      "outputs": [
        {
          "id": "a5b09d025225404793db2cf914622efe",
          "status": {
            "code": 10000,
            "description": "Ok"
          },
          "created_at": "2016-11-22T17:27:18Z",
          "model": {
            "name": "general-v1.3",
            "id": "aaa03c23b3724a16a56b629203edc62c",
            "created_at": "2016-03-09T17:11:39Z",
            "app_id": null,
            "output_info": {
              "message": "Show output_info with: GET /models/{model_id}/output_info",
              "type": "concept"
            },
            "model_version": {
              "id": "aa9ca48295b37401f8af92ad1af0d91d",
              "created_at": "2016-07-13T01:19:12Z",
              "status": {
                "code": 21100,
                "description": "Model trained successfully"
              }
            }
          },
          "input": {
            "id": "a5b09d025225404793db2cf914622efe",
            "data": {
              "image": {
                "url": "https://samples.clarifai.com/metro-north.jpg"
              }
            }
          },
          "data": {
            "concepts": [
              {
                "id": "ai_HLmqFqBf",
                "name": "train",
                "app_id": null,
                "value": 0.9989112
              },
              {
                "id": "ai_fvlBqXZR",
                "name": "railway",
                "app_id": null,
                "value": 0.9975532
              },
              {
                "id": "ai_Xxjc3MhT",
                "name": "transportation system",
                "app_id": null,
                "value": 0.9959158
              },
              {
                "id": "ai_6kTjGfF6",
                "name": "station",
                "app_id": null,
                "value": 0.992573
              },
              {
                "id": "ai_RRXLczch",
                "name": "locomotive",
                "app_id": null,
                "value": 0.992556
              },
              {
                "id": "ai_VRmbGVWh",
                "name": "travel",
                "app_id": null,
                "value": 0.98789215
              },
              {
                "id": "ai_SHNDcmJ3",
                "name": "subway system",
                "app_id": null,
                "value": 0.9816359
              },
              {
                "id": "ai_jlb9q33b",
                "name": "commuter",
                "app_id": null,
                "value": 0.9712483
              },
              {
                "id": "ai_46lGZ4Gm",
                "name": "railroad track",
                "app_id": null,
                "value": 0.9690325
              },
              {
                "id": "ai_tr0MBp64",
                "name": "traffic",
                "app_id": null,
                "value": 0.9687052
              },
              {
                "id": "ai_l4WckcJN",
                "name": "blur",
                "app_id": null,
                "value": 0.9667078
              },
              {
                "id": "ai_2gkfMDsM",
                "name": "platform",
                "app_id": null,
                "value": 0.9624243
              },
              {
                "id": "ai_CpFBRWzD",
                "name": "urban",
                "app_id": null,
                "value": 0.960752
              },
              {
                "id": "ai_786Zr311",
                "name": "no person",
                "app_id": null,
                "value": 0.95864904
              },
              {
                "id": "ai_6lhccv44",
                "name": "business",
                "app_id": null,
                "value": 0.95720303
              },
              {
                "id": "ai_971KsJkn",
                "name": "track",
                "app_id": null,
                "value": 0.9494642
              },
              {
                "id": "ai_WBQfVV0p",
                "name": "city",
                "app_id": null,
                "value": 0.94089437
              },
              {
                "id": "ai_dSCKh8xv",
                "name": "fast",
                "app_id": null,
                "value": 0.9399334
              },
              {
                "id": "ai_TZ3C79C6",
                "name": "road",
                "app_id": null,
                "value": 0.93121606
              },
              {
                "id": "ai_VSVscs9k",
                "name": "terminal",
                "app_id": null,
                "value": 0.9230834
              }
            ]
          }
        }
      ]
    }
    COMPONENTDESCRIPTION
    modelThe model you are using to make predictions on your inputs with. Includes the id, name, created_at date, output info, and information on the model version.
    inputThe image data that you passed through the model to make predictions. Includes id and the image data.
    dataThe data sent back with the reponse; usually includes the detected concepts and corresponding probability values. (If the model's output type is not concepts, you'll see different output responses here.)

    Info

    MODEL NAME

    General

    OWNER

    Clarifai

    MODEL ID

    aaa03c23b3724a16a56b629203edc62c

    UPDATED AT

    Mar 9, 2016

    CONCEPTS

    Afternoon, Art, Beautiful, Bicycle, Happiness, Togetherness and more

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