Image to Text Converter: Complete Guide (2026)
Converting images to editable text is one of the most common OCR tasks. Whether you have a screenshot, a scanned document, a photo of a whiteboard, or a printed page — this guide walks you through every method to extract text accurately.
What Is an Image to Text Converter?
An image to text converter uses Optical Character Recognition (OCR) to detect and extract text from image files — JPG, PNG, TIFF, BMP, or even screenshots. The output is machine-readable text you can copy, edit, search, or store in a database.
Modern OCR tools handle far more than plain English text. They recognize multiple languages, complex layouts, tables, and even handwritten notes. The key difference between tools is accuracy and format support.
When Do You Need Image to Text Conversion?
Digitize printed documents
Convert paper records, books, or articles into searchable digital text.
Extract data from screenshots
Pull text from app screenshots, web captures, or error messages.
Process receipts and invoices
Automate data entry by extracting vendor names, dates, and totals.
Archive handwritten notes
Convert handwritten lecture notes or meeting minutes into typed text.
Search scanned PDFs
Make scanned PDFs searchable by extracting text layer content.
Translate foreign text
Extract text from images in other languages for translation tools.
How to Convert an Image to Text: Step-by-Step
Choose Your Image
Any image with visible text works — JPG, PNG, BMP, or TIFF. The text should be clearly visible and not heavily distorted. Resolution matters: aim for at least 300 DPI for scanned documents.
Select an OCR Tool
Free online tools like FastOCR require no installation. Desktop software like Adobe Acrobat or ABBYY FineReader offer more control but cost money. API-based solutions work for bulk processing.
Upload or Capture the Image
Upload your file or take a photo directly. For best results, ensure good lighting and a flat surface. Crop out unnecessary borders to improve accuracy.
Select the Language
If your image contains text in a specific language, selecting the correct language dramatically improves accuracy. Arabic, Hindi, and Chinese all require language-specific OCR models.
Review and Edit
No OCR tool is 100% perfect. Review the output, especially for names, numbers, and specialized terms. Use AI Polish features to fix common errors automatically.
Best Image to Text Converters: Comparison
| Tool | Price | Languages | Accuracy |
|---|---|---|---|
| FastOCR | Free | 31+ | 95%+ |
| Google Drive OCR | Free (limited) | 80+ | 90%+ |
| Tesseract (open source) | Free | 100+ | 85%+ |
| Adobe Acrobat | $23/mo | 20+ | 92%+ |
| ABBYY FineReader | $199/yr | 190+ | 96%+ |
Tips for Better Accuracy
- Use images with at least 300 DPI resolution for scanned documents
- Ensure good contrast — dark text on a light background works best
- Straighten skewed or rotated images before processing
- Crop out unrelated content to focus the OCR engine
- Select the correct language if your document is not in English
- For handwritten text, use tools specifically trained for handwriting recognition
- After extraction, review names, numbers, and special characters manually
Supported Image Formats
Most modern OCR tools support common raster formats. Here is what each tool typically handles:
| Format | Supported | Notes |
|---|---|---|
| JPG / JPEG | ✅ | Most common, good for photos |
| PNG | ✅ | Lossless, best for screenshots |
| BMP | ✅ | Uncompressed, large file size |
| TIFF | ✅ | Preferred for high-res scans |
| PDF (scanned) | ✅ | Most tools support multi-page |
| HEIC / HEIF | ⚠️ | Some tools require conversion first |
Free vs Paid: Which Should You Choose?
For most users, free tools like FastOCR are more than enough. You get accurate text extraction from images without paying a cent. Paid tools like Adobe Acrobat or ABBYY FineReader add value for enterprise workflows — batch processing, advanced formatting preservation, and dedicated support.
If you need to process a few images per day, start with a free tool. Upgrade only when you have a specific need that free tools cannot handle, such as processing thousands of documents per month or extracting structured data from complex forms.
Convert Images to Text — Free
FastOCR extracts text from JPG, PNG, and PDF images in under 3 seconds. Supports 31 languages with no registration required.