Image & OCR Tips
How to Extract Text from an Image (JPG, Scanned PDF, or Invoice)
Published July 4, 2026 · 6 min read · apps2help.com
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Retyping a scanned contract, a screenshot of a table, or a photo of an invoice wastes time you don't have. OCR (optical character recognition) reads the characters in an image and turns them into editable text — and you no longer need desktop software or a paid subscription to do it.
This guide covers how to convert a JPG to text, turn a scanned PDF into an Excel sheet, pull numbers out of an invoice photo, and even read messy handwriting — all for free, directly in your browser.
Quick answer: Use the free Apps2Help Image to OCR Converter — upload your image or scanned PDF, choose Word, Excel, PowerPoint or text as the output, and download the editable file in seconds.
What Can You Convert an Image Into?
Depending on what you plan to do with the extracted text, you can export it in the format that fits: a Word document for editing paragraphs, an Excel sheet for tables and invoices, a PowerPoint slide for presentations, or plain text for quick copy-paste.
📝
Editable Word
Best for letters, contracts and paragraphs of text.
📊
Editable Excel
Ideal for invoices, tables and scanned spreadsheets.
📽️
Editable Slide
Turn a photographed slide or poster into PowerPoint.
📄
Plain Text
Quick copy-paste output for notes or emails.
Step-by-Step: Convert JPG or Scanned PDF to Text
- Open the Image to OCR Converter
- Drag in your JPG, PNG or scanned PDF
- Choose your output format — Word, Excel, PowerPoint or text
- Click Run OCR & Export and let the engine read the layout
- Review the extracted text in the preview panel, then download or copy it
Try the Image to OCR Converter — Free
Runs fully in your browser with WebAssembly — no upload limit, no sign-up.
Extract My Text →
Turning an Invoice Photo into an Excel Sheet
Invoices are usually tables of line items, quantities and totals — exactly the kind of layout OCR handles well when you export to Excel instead of plain text. Photograph or scan the invoice, run it through the converter, choose Excel as the output, and you get an editable spreadsheet you can correct, total, or import into accounting software.
Can OCR Read Handwriting?
Handwritten notes are harder for any OCR engine than printed text, but reasonably neat handwriting — especially block capitals or clear cursive — is often readable. Results vary with handwriting style, so it's worth reviewing and correcting the extracted text in the editable preview before you rely on it.
Is My Image or Document Uploaded Anywhere?
No. The OCR engine runs locally using WebAssembly, so your image never leaves your device. This also means there's no upload limit and no queue — the conversion starts the moment you click Run OCR.
Frequently Asked Questions
Can I convert a JPG to text for free?+
Yes. Upload your JPG to the Image to OCR Converter, choose the text output, and download or copy the recognised text at no cost.
Can I convert a scanned PDF to Excel?+
Yes. Upload the scanned PDF, select Excel as the output format, and the tool builds an editable spreadsheet from the recognised layout.
Can it extract a table from an invoice image?+
Yes. Choose Excel output for invoice photos so line items and totals land in structured cells you can edit or recalculate.
Does it work on handwritten notes?+
It can read clear handwriting reasonably well, though accuracy depends on legibility. Always review the editable preview before using the output.
Is there a limit on image size or number of pages?+
No upload limit is enforced since everything runs locally in your browser, though very large scans may take a little longer to process.
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