JPG to CSV Converter
Extract text from a JPG image using OCR and download it as CSV. Upload a JPG file with visible text and get back structured CSV data.
Click to upload a JPG image
Your file is processed entirely in your browser
Recommended Settings
Pro Tips
- •OCR works best on clear, high-contrast images with horizontal, printed text - handwriting and skewed photos reduce accuracy
- •Columns are detected by looking for gaps of two or more spaces between words - text without consistent spacing won't split into columns cleanly
- •Recognition runs the Tesseract OCR engine entirely in your browser as a WebAssembly module - the first run downloads the language data
- •Nothing is uploaded to a server - the image and extracted text stay on your device throughout
Most Popular
Most users scan receipts, forms, or screenshots with clear printed text for the most accurate results
When to Use This Tool
Pull text out of a scanned page or photographed document into an editable, structured CSV format.
Skip manual retyping by extracting printed data directly from a screenshot or photo into CSV.
Convert a photographed receipt or form into CSV data for expense tracking or record-keeping.
Turn printed records or reports into searchable, structured CSV files for long-term storage.
How It Works
Read the uploaded JPG file and pass it to the Tesseract OCR engine running as WebAssembly in your browser
Recognize printed text in the image and return it as plain text
Split each line into columns wherever two or more consecutive spaces appear, approximating a table structure
Display the CSV result, ready to copy or download
100% Private
Files never leave your device. All processing happens locally in your browser.
Lightning Fast
Powered by Tesseract.js OCR engine (WebAssembly) for optimal performance on modern browsers.
Open Source
Built with verified, open-source libraries. Fully transparent.
Frequently Asked Questions
How accurate is the text extraction?
Accuracy depends heavily on image quality. Clear, high-resolution photos of printed text in a standard font typically recognize very well, while handwriting, low resolution, skewed angles, or unusual fonts reduce accuracy significantly.
How does column detection work?
This tool has no way to see the original layout of the image, so it approximates columns by splitting each recognized line wherever it finds two or more consecutive spaces. Text without consistent spacing between columns may not split as expected.
Is my image uploaded to a server?
No. Text recognition runs entirely in your browser using Tesseract.js, a WebAssembly build of the Tesseract OCR engine. Your image and the extracted text never leave your device.
Why does recognition take a few seconds?
The first time you use this tool, your browser downloads the OCR engine and English language data. Recognition itself also takes a moment since it's running a full OCR model locally rather than calling a server.
Can it read handwriting?
Tesseract is optimized for printed text and generally performs poorly on handwriting. For the best results, use clear, printed or typed text.