fetch_google_vision

Labels and categorizes images to indicate whether they contain violent, parodic, adult, medical or racy elements. ???+ info “API integration” To use this step your team needs to have the Google Vision integration configured in Graphext. The corresponding credentials are required to connect to a third-party API. You can configure API integrations following the INTEGRATIONS or ADD INTEGRATION link in the top-left corner of your Team’s page, selecting API keys, and then the name of the desired third-party service. To enable the Google Vision integration in particular you will need access to Google’s Vision service. Follow the instructions shere to create the required API key.

Usage

The following example shows how the step can be used in a recipe.

Examples

Example 1
Signature

The step has no configuration parameters, so it’s simply

fetch_google_vision(ds.image_url) -> (
  ds.image_labels,
  ds.image_contains_violence,
  ds.image_is_spoof,
  ds.image_has_adult_content,
  ds.image_has_medical_content,
  ds.image_is_racy
)

General syntax for using the step in a recipe. Shows the inputs and outputs the step is expected to receive and will produce respectively. For futher details see sections below.

fetch_google_vision(target_col: url, {
    "param": value,
    ...
}) -> (
	labels: list[category],
	violence: category,
	spoof: category,
	adult: category,
	medical: category,
	racy: category
)

Inputs & Outputs

The following are the inputs expected by the step and the outputs it produces. These are generally columns (ds.first_name), datasets (ds or ds[["first_name", "last_name"]]) or models (referenced by name e.g. "churn-clf").

Inputs

column[url]

required

Direct URLs to the images to analyze, e.g. https://upload.wikimedia.org/wikipedia/commons/c/c7/Madrid_-_El_Oso_y_el_Madro%C3%B1o.jpg.

Outputs

column[list[category]]

required

Lists of entities identified in the picture.

column[category]

required

Indicates whether the image contains violence.

column[category]

required

Indicates whether the image is a spoof (parody).

column[category]

required

Indicates whether the image features adult content.

column[category]

required

Indicates whether the image features medical content.

column[category]

required

Indicates whether the image features racy content.

Configuration

The following parameters can be used to configure the behaviour of the step by including them in a json object as the last “input” to the step, i.e. step(..., {"param": "value", ...}) -> (output).

Parameters

string

required

ID of the integration you’d like to use.

⌘I

Analyse

Report

Prepare

Usage

Inputs & Outputs

Configuration

​Usage

​Inputs & Outputs

​Configuration

Usage

Inputs & Outputs

Configuration