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Image to Text Converter (OCR)

Extract English or Urdu text while preserving the original line breaks and reading order. 100% free, no signup.

Your image is processed locally in your browser and is never uploaded to our server. The default OCR runs locally in your browser. Optional High Accuracy OCR can use OCR.space only when you explicitly enable it and provide your own API key.
Urdu/Nastaliq mode: Toolinium now detects light Urdu text on colored/dark backgrounds, enlarges the script before OCR, preserves dots/diacritics, tests multiple layouts, and keeps the original line breaks. The result box uses a calligraphic Nastaliq web font close to the uploaded sample, with Jameel Noori/Noto Nastaliq fallbacks.

Select Language

English
اردو (Urdu)
English + Urdu
⚙ Advanced OCR Settings
Multi-pass OCR + Urdu-aware preprocessing runs locally in your browser
Layout Preserve: Toolinium rebuilds OCR output line-by-line from detected text coordinates, so separate lines in the image stay separate instead of being merged into one paragraph.
Optional personal key (only needed when testing locally): aistudio.google.com/apikey. The image is sent to Google only when this option is on. If it fails, Toolinium falls back to local OCR automatically.

Click to select an image, or drag and drop it here

JPG, PNG, or WebP — clear, well-lit text works best

English & Urdu

Advanced OCR with multi-pass Urdu and English recognition.

100% Private

Default OCR runs on your device; High Accuracy OCR can use OCR.space when enabled.

No Signup

No account, no paid API, no limits.

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About Image to Text Converter

Toolinium's Image to Text Converter uses Optical Character Recognition (OCR) to pull readable text out of a photo, screenshot, or scanned document — directly inside your browser. It supports both English and Urdu, so you can extract Roman text, Urdu script, or a mix of both. With local OCR, the image stays on your own device. With AI Vision OCR (on by default for best Urdu accuracy), the image is sent securely to an AI service only to read the text, and is not stored by Toolinium. Untick AI Vision OCR in Advanced OCR Settings if you want fully local processing.

How To Use

Frequently Asked Questions

Is this tool free?

Yes. Toolinium's Image to Text Converter is 100% free with no registration required.

Is my image uploaded to a server?

No. Local OCR runs inside your browser. If you explicitly enable High Accuracy OCR, the selected image is sent to OCR.space for processing.

Does it need an API or account?

Local OCR needs no API. High Accuracy OCR is an optional OCR.space Engine 3 mode and requires your own API key; it is only used when you enable it.

I'm using a simple, clear Urdu image and it's still wrong — what can I do?

Try these in order: (1) switch "Image Enhancement" between its four modes — "High-Contrast B&W" usually works best on a clean, well-lit photo of printed text, while "None" can help on images that are already sharp and high-contrast; (2) change "Scan Mode" to "Single Line" if your image is just one line of text, or "Auto Layout Detection" if it has mixed content; (3) make sure the source image itself is sharp and at least a few hundred pixels wide for the text — a blurry or very small source can't be recovered by preprocessing. If it's still wrong after trying these, the font style in your image is likely a hard case for this OCR engine (see the question about Urdu support above).

Does it support Urdu?

Yes. Select Urdu or "English + Urdu" before extracting to recognize Urdu script. Accuracy is genuinely best on simple, clear, geometric-style Urdu print (Naskh-style fonts). For stylized calligraphic Nastaliq fonts — common in Urdu newspapers and posters — keep AI Vision OCR switched on: it reads Nastaliq far more accurately than the local engine. Always proofread important text, since no OCR is 100% perfect.

Why is the extracted text not perfect?

OCR accuracy depends on image quality, font style and layout. Toolinium now uses multi-pass preprocessing, compares several OCR layouts, and reconstructs the result from detected line coordinates so line breaks are preserved. Clear, high-resolution Urdu is strongly recommended; Nastaliq calligraphy, handwriting and severe blur can still be difficult for browser-based OCR.

Does it work on mobile?

Yes, the tool is fully responsive and works on phones and tablets, including photos taken directly with your camera.

Related Tools

Toolinium quick answer

What does Image to Text Converter (OCR) do?

Free Image to Text (OCR) converter with English and Urdu support. Extract text from photos, screenshots and scans, with optional cloud OCR.

Updated October 11, 2026