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Detect Labels in Image with Google Cloud Vision API

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Detect Labels in Image with the Google Cloud Vision API
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Getting Started

Create a workflow to Detect Labels in Image with the Google Cloud Vision API. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

  1. Configure the Detect Labels in Image action
    1. Connect your Google Cloud Vision account
    2. Select a Project ID
    3. Optional- Configure File URL
    4. Optional- Configure File Path
    5. Optional- Configure Max Results
  2. Select a trigger to run your workflow on HTTP requests, schedules or app events
  3. Deploy the workflow
  4. Send a test event to validate your setup
  5. Turn on the trigger

Integrations

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Detect Labels in Image with Google Cloud Vision API on New Scheduled Tasks from Pipedream API
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Details

This is a pre-built, source-available component from Pipedream's GitHub repo. The component is developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Detect Labels in Image on Google Cloud Vision
Description:Performs feature detection on a local or remote image file. [See the documentation](https://cloud.google.com/vision/docs/labels).
Version:0.0.1
Key:google_cloud_vision_api-detect-labels-in-image

Code

import common from "../common/base.mjs";

export default {
  ...common,
  name: "Detect Labels in Image",
  key: "google_cloud_vision_api-detect-labels-in-image",
  description: "Performs feature detection on a local or remote image file. [See the documentation](https://cloud.google.com/vision/docs/labels).",
  version: "0.0.1",
  type: "action",
  props: {
    ...common.props,
    maxResults: {
      type: "integer",
      label: "Max Results",
      description: "An integer value of results to return. If omitted the API returns the default value of 10 results.",
      default: 10,
      optional: true,
    },
  },
  async run({ $ }) {
    this.checkFileProp();
    const response = await this.googleCloudVision.detectDataInImage({
      $,
      data: {
        requests: [
          {
            image: {
              content: await this.getFileContent($),
            },
            features: [
              {
                maxResults: this.maxResults,
                type: "LABEL_DETECTION",
              },
            ],
          },
        ],
      },
    });
    $.export("$summary", "Successfully detected labels in image.");
    return response;
  },
};

Configuration

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.
LabelPropTypeDescription
Google Cloud VisiongoogleCloudVisionappThis component uses the Google Cloud Vision app.
Project IDprojectIdstringSelect a value from the drop down menu.
File URLfileUrlstring

The URL of the file to be processed.

File PathfilePathstring

The path to file in the /tmp directory. See the documentation on working with files.

Max ResultsmaxResultsinteger

An integer value of results to return. If omitted the API returns the default value of 10 results.

Authentication

Google Cloud Vision uses OAuth authentication. When you connect your Google Cloud Vision account, Pipedream will open a popup window where you can sign into Google Cloud Vision and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any Google Cloud Vision API.

Pipedream requests the following authorization scopes when you connect your account:

emailprofilehttps://www.googleapis.com/auth/cloud-platform.read-onlyhttps://www.googleapis.com/auth/cloud-vision

About Google Cloud Vision

Image recognition through pre-trained REST & RPC API models.

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