Effective Methods to Extract Data from Image in 2026

 

Introduction:
Extracting data from image files has become essential for businesses and individuals who need to digitize receipts, invoices, forms, screenshots, or scanned documents quickly. Instead of manually typing information from images, modern OCR tools can convert visual text into editable data within seconds. In this guide on SwifDoo PDF, you’ll learn step-by-step methods to extract data from image. Whether you need to process invoices, IDs, receipts, or screenshots, this guide covers everything you need to know.
 

What Does “Extract Data from Image” Mean?

To extract data from image means converting visual information stored in an image into machine-readable text or structured data.

This process can include the following five parts:

There are two primary types of image data extraction:

  • Text extraction - Converts visible text into editable text format. For example, you can turn a screenshot into copyable text.
  • Data extraction - Identifies and organizes data into usable formats. For example, you can extract the table data, invoice number, vendor name, due date, and total amount from an invoice image.

How to Extract Data From Image?

There are several ways to extract data from picture files, and the right method depends largely on the complexity of your documents and the scale of your workflow.

The most traditional approach is manual data entry; you need to read the information displayed in an image and type it into another system. While this method requires no specialized software, it is highly time-consuming and difficult when dealing with large volumes of documents. Worse, you may cause some errors that are hard to notice.

A more efficient alternative is using basic OCR tools, which can convert image-based text into editable digital text. Popular tools such as SwifDoo PDF, Google Drive OCR, Adobe Acrobat, and Microsoft OneNote allow users to extract text from images with minimal setup.

Method 1: Use SwifDoo PDF to Extract Data From Image

Among these tools, SwifDoo PDF stands out as a particularly practical option for users who need more than basic OCR. In addition to recognizing text in scanned PDFs and image-based documents, SwifDoo’s OCR feature can convert image-only PDFs into searchable and editable files, making it easier to copy, edit, and reuse extracted content.

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The software also allows users to choose OCR output modes and supports language selection to improve recognition accuracy for multilingual documents.

Because it combines OCR with full PDF editing, SwifDoo is especially useful for professionals who regularly work with scanned contracts, reports, invoices, or archived documents.

Here, you have two ways to extract data from image. Now, let's see how to work with it.

Free Download SwifDoo to Extract Data

Step 1: Free download and install SwifDoo PDF on your PC.

Step 2: Launch the image to data converter and choose to open your image.

Step 3: Choose OCR from the top menu bar and configure some settings about output, language, and others.

Step 4: When you finish that, click Apply and wait for a few seconds. Then the SwifDoo PDF converter will show you the extracted data from picture.

Alternatively, you can convert image to PDF first and then apply OCR for accuracy. If you prefer this way, follow the next steps.

Step 1: Click on the PDF to Image feature in the Popular Tools section.

Step 2: Hit the More Features from the left bar and click Convert to PDF.

Step 3: On the next page, click Image to PDF and add your image files from the local folder. When everything is done, click Start.

Step 4: Then you'll get a PDF file for the image and click the OCR option in the Home menu.

Step 5: Configure the settings and click Start for an image data extraction.

Step 6: Go to Convert > PDF to More in the top navigation bar and choose PDF to TXT. Follow the next prompt, and you can easily extract text from image files, saving a lot of time.

Method 2: Use Google Drive OCR to Fetch Data from Image

If you are more used to Google Drive, you may try this one. However, Google Drive may not perfectly retain complex formatting like columns or special characters, especially when extracting handwritten notes. Besides, some large PDFs or images might take longer to process.

Step 1: Open your Google Drive and upload your image or PDF file.

Step 2: Right-click on the image and choose to open with Google Docs.

Step 3: Then, Google Docs will show you the original image and the extracted text that you can edit.

Extract Data From Image in SwifDoo PDF 

Method 3: Extract Data from an Image Online with Adobe Acrobat OCR

To use Adobe Acrobat OCR, you can use either the Acrobat Pro desktop application for full editing or the Acrobat online tool for quick, searchable conversions. Here, we will show you how to extract data from image online FREE.

First of all, you need to convert your image to PDF by online PDF converter.

Step 1: Go to the Adobe Acrobat OCR PDF tool page and upload your image file.

Step 2: Then Acrobat will automatically recognize the text once the upload is complete.

Step 3: If you want to download the searchable PDF, sign in to your Adobe account.

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Best Tools to Extract Data from Image

Choosing the right tool to extract data from pictures depends on the type of content you need to process. While some tools are designed for simple text recognition, others provide advanced OCR and AI-powered document analysis for business workflows.

For most users handling scanned PDFs, screenshots, receipts, or image-based documents, OCR software offers the best balance between speed, accuracy, and usability. Below are some of the most popular tools for image data extraction, along with their strengths and limitations.

Tool

 Best For Pros Cons
SwifDoo PDF OCR
  • PDFs
  • Scanned Documents
  • Daily Business Use
  • Fast OCR
  • editable/searchable output
  • multilingual support
  • full PDF toolkit
 Primarily focused on document workflows
Google Drive OCR Casual Users
  • Free
  • browser-based
 Limited formatting retention
Adobe Acrobat OCR Enterprise PDF Workflows Reliable PDF support Expensive subscription
Tesseract OCR Developers
  • Free
  • Open-source
 Requires technical setup
AWS Textract Enterprise Automation
  • Strong table
  • Form extraction
  • Higher cost
  • Developer-oriented

Summary

Extracting data from picture files is no longer limited to simple text recognition. With modern OCR and AI-powered extraction tools, businesses can automatically convert images into data at scale. Among the above tools to extract data from image, SwifDoo boasts better functions with affordable costs. Free download and install SwifDoo PDF and streamline your workflow.