Detect Labels in Image with Google Cloud Vision API

Pipedream makes it easy to connect APIs for Google Cloud Vision and 2,400+ other apps remarkably fast.

Trigger workflow on

HTTP requests, schedules and app events

Next, do this

Detect Labels in Image with the Google Cloud Vision API

No credit card required

▶

Watch us build a workflow

8 min

Watch now ➜

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

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.

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
Select a trigger to run your workflow on HTTP requests, schedules or app events
Deploy the workflow
Send a test event to validate your setup
Turn on the trigger

Integrations#

Detect Labels in Image with Google Cloud Vision API on New Requests (Payload Only) from HTTP / Webhook API

HTTP / Webhook + Google Cloud Vision

Try it

Detect Labels in Image with Google Cloud Vision API on New Submission from Typeform API

Typeform + Google Cloud Vision

Try it

Detect Labels in Image with Google Cloud Vision API on Custom Events from Zoom API

Zoom + Google Cloud Vision

Try it

Detect Labels in Image with Google Cloud Vision API on New Submission (Instant) from Jotform API

Jotform + Google Cloud Vision

Try it

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

Pipedream + Google Cloud Vision

Try it

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

View on GitHub

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.

Label	Prop	Type	Description
Google Cloud Vision	`googleCloudVision`	`app`	This component uses the Google Cloud Vision app.
Project ID	`projectId`	`string`	Select a value from the drop down menu.
File URL	`fileUrl`	`string`	The URL of the file to be processed.
File Path	`filePath`	`string`	The path to file in the `/tmp` directory. See the documentation on working with files.
Max Results	`maxResults`	`integer`	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