Azure AI Vision
Azure AI Vision is a unified service that offers innovative computer vision capabilities. Give your apps the ability to analyze images, read text, and detect faces with prebuilt image tagging, text extraction with optical character recognition (OCR), and responsible facial recognition. Incorporate vision features into your projects with no machine learning experience required.
Go to siteAzure AI Vision API Integrations
Build and run workflows using the Azure AI Vision API. Use 1000s of source-available triggers and actions across 2,000+ apps. Or write custom code to integrate any app or API in seconds.
Overview#
The Azure AI Vision API provides powerful image analysis capabilities, enabling you to extract information and insights from your visual data. With this API, you can perform tasks like image classification, object detection, and OCR (Optical Character Recognition) to recognize text within images. Leveraging Pipedream, you can integrate these AI-powered insights into your workflows to create dynamic and automated processes.
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
azure_ai_vision: {
type: "app",
app: "azure_ai_vision",
}
},
async run({steps, $}) {
const data = {
"url": `https://images.unsplash.com/photo-1528459199957-0ff28496a7f6`, //e.g. https://images.unsplash.com/photo-1528459199957-0ff28496a7f6
}
return await axios($, {
method: "POST",
url: `${this.azure_ai_vision.$auth.endpoint}computervision/imageanalysis:analyze`,
params: {
"api-version": `2023-02-01-preview`,
features: `read`, //e.g. read
},
headers: {
"Ocp-Apim-Subscription-Key": `${auths.azure_ai_vision.subscription_key}`,
},
data,
})
},
})
Choose an API to Connect with Azure AI Vision API#
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Example Use Cases#
Content Moderation Pipeline: Implement an automated system that scans user-uploaded images for inappropriate content using the Azure AI Vision API. Once processed, images can be tagged, and if necessary, alerts can be sent or content removed automatically, ensuring a safe environment for your community.
Digital Asset Management Enhancement: Augment your digital asset management by automatically tagging images with descriptive labels. Connect Azure AI Vision API to your asset database on Pipedream, so every time a new image is uploaded, it gets analyzed and tagged, making it easier to organize and search for.
Real-time Text Extraction for Receipts: Build a workflow that captures text from uploaded receipt images in real-time. Use the Azure AI Vision API for OCR to extract and parse information, then pipe the data to a spreadsheet app like Google Sheets for expense tracking and reporting.
Popular Azure AI Vision Integrations#
Popular Azure AI Vision Actions#
Extracts text from the provided image using Azure AI Vision OCR. See the documentation
Authentication#
Azure AI Vision uses API keys for authentication. When you connect your Azure AI Vision account, Pipedream securely stores the keys so you can easily authenticate to Azure AI Vision APIs in both code and no-code steps.
To retrieve your Endpoint and Subscription Key,
- Navigate to your Azure Portal and sign in,
- Click on "All resources" and look for your Azure AI Vision resource
- Go to "Resource Management" > "Keys and endpoint"
- Hit "Show Keys" to display your subscription keys