The 5 Best Image to Text Converters in 2023

Image-to-text conversion, often known as Optical Character Recognition (OCR), is a transformative process where images – be they scanned documents, photos of handwritten notes, or printed texts – are converted into machine-encoded, editable text. This technology has proven invaluable for a myriad of applications, from digitalizing archives and improving accessibility for visually impaired individuals to streamlining business workflows.

As we move through 2023, it’s evident that the strides made in technology have greatly amplified the efficiency and accuracy of these converters. 

We’ve seen the evolution of OCR from its early stages, built on clear typefaces, to sophisticated tools today that can decipher even the most intricate handwritten notes. Looking for the leading image-to-text tools currently on the market?

Look no further. This article covers the five standout AI-driven OCR tools with their distinct features to guide you to the perfect match for your requirements.

Let’s get started! 

  1. Imagestotext.io 

Imagestotext.io is a contemporary online tool designed to extract text from images using cutting-edge AI technology. Using AI-driven Optical Character Recognition (OCR) models, this tool is making its mark as a go-to solution for individuals and businesses alike.

Images to text converter

Key Features:

  • Updated Custom OCR Models: The platform boasts the latest AI-trained OCR models, ensuring optimal accuracy in text extraction from images.
  • Multilingual OCR Capabilities: Not just restricted to English, it can extract and even translate text across various languages such as Spanish, French, German, Arabic, and more.
  • Scalable Text Extraction: Designed to cater to varying demands, it can process images of up to 10 MB without compromising on accuracy.
  • Batch Processing: A standout feature where users can convert up to 50 images simultaneously – a significant time-saver for bulk tasks.
  • Font Diversity: Imagestotext.io excels in recognizing a plethora of fonts, even those that are skewed or distorted.

Supported Formats:

  • JPG
  • PNG
  • GIF
  • JPEG
  • SVG 

Pricing: 

Free to use. 

  1. Img2TXT

Img2TXT is another competent image-to-text converter online that is known for its accuracy and efficiency in its operations. While it may present a few underdeveloped facets, its unique URL-based image scanning capability turns digital files and photos into easily editable text, making it a noteworthy tool for many.

photo to text converter

Key Features:

  • Quick Text Recognition from Varied Files: Whether it’s an ID card, a school report card, or even an infographic, Img2TXT stands ready to decipher the text contained within. It processes images under 8MB in less than a minute, emphasizing speed in its functionality.
  • Robust Language Support: Covering a vast majority of global dialects, this tool provides a comprehensive solution for users across the globe. For optimal results, users need to specify the language of their image before conversion.

Supported File Formats:

  • Image Formats: jpg, jpeg, png.
  • Multi-page Documents: pdf.

Output Options:

After processing, users can choose from a variety of formats to save their results:

  • Plain Text (.txt)
  • Adobe Acrobat (.pdf)
  • Microsoft Word (.docx)
  • OpenOffice (.odf)

Pricing: 

Free to use. 

  1. Picwish

Picwish.com is a robust platform dedicated to converting images into text. Among its suite of online tools, the image-to-text converter tool enjoys particular popularity, especially given its completely free-to-use model without any hidden fees or upsell plans.

pic to text converter

Key Features:

  • Support for a Wide Range of Image Types: With the free plan, users have the liberty to convert an array of image formats such as PNG, GIF, JPG, and BMP.
  • Handwritten Text Recognition: Can’t decipher a friend’s scribbles? Picwish.com is adept at recognizing even handwritten text, making it a versatile choice for varied text extraction needs.
  • URL-Based Image Scanning: This feature offers the convenience of scanning images directly via a URL. However, users need to ensure the URL is universally accessible for the tool to work efficiently.
  • Mathematical Formula Extraction: Beyond standard text, this tool showcases an impressive capability to scan and recognize mathematical formulas and equations, making it a unique offering in the OCR space.

Supported File Formats:

  • PNG
  • GIF
  • JPG
  • BMP

Output Options:

The specific output formats aren’t mentioned, but given the tool’s capability, one might expect options similar to other platforms, like TXT, PDF, DOCX, etc.

Pricing:

  • Basic: Free to use 
  • Premium plan: priced at $5.99
  1. Online-convert


Online-convert emerges as a multifaceted OCR tool equipped with an intuitive user interface. Going beyond mere online capabilities, it flaunts a range of conversion services, which include online, offline, and utility-based image-to-text solutions. This breadth of features makes it a favourite among diverse user bases.

picture to text converter

Key Features:

  • Multiple Language Selection: A distinctive edge of Online-convert is the provision to select more than one language when scanning an image.
  • Support for Large Files: Breaking the mold, Online-convert doesn’t shirk from larger files. While many OCR tools set a limit at 10MB, this platform embraces high-resolution images, ensuring users don’t compromise on quality for the sake of text extraction.
  • Omnipresent Tool Access: Beyond its online platform, Online-convert has made strides to be everywhere its users might need it. Be it as a desktop application, a handy browser extension, or the classic web tool, users can extract text seamlessly, irrespective of their online status.

Supported File Formats:

  • GIF
  • HEIC 
  • HEIF 
  • ICO
  • IMAGE 
  • JFIF
  • JPEG 
  • JPG 
  • PNG 
  • TIF
  • TIFF

And more 

Pricing:

  • The basic plan is always free. 
  • 24h pass: Priced at $8.99 USD/day.
  • Professional Plan: Priced from $6.42 USD/month.
  1. JPGtoText.io


JPGtoText is also designed for image-to-text conversion needs. It’s backed by robust OCR technology, proficient in discerning text across multiple languages and various image-based files. Its straightforward usability – with drag-and-drop functions – allows even novices to extract text effortlessly.

Jpg to text converter

Key Features:

  • Multilingual Recognition: One of its standout features, JPGtoText is equipped to recognize text in over 50 different languages, catering to a global audience.
  • Seamless Integration with Browsers: Users can enhance their browsing experience by leveraging the available plugins for popular web browsers like Chrome and Opera.
  • Hassle-free Use: JPGtoText eliminates the need for complex installations, ensuring users can access its features directly from the web.

Supported File Formats:

  • PNG
  • JPG
  • GIF
  • JPEG

Pricing: 

Free to use. 

Conclusion 

There are numerous efficient solutions exist for seamless image-to-text transformations. Depending on your needs, you can choose a diverse online platform or pick a comprehensive and free software like Imagestotext.io. With such tools at your disposal, extracting text from images and editing becomes a breeze. Above, we’ve mentioned the five best OCR tools so that you can choose one that fits best with your text digitalization needs. So, why wait? Upgrade your document management approach with these innovative tools today!