To get Hindi or English text out of a photo or screenshot, run it through an OCR tool set to the right language, then copy the result. The free Edesy Image to Text tool reads English, Hindi and mixed English + Hindi (plus eight other Indian languages) inside your browser, so the image is never uploaded. The first run in each language takes longer because it downloads that language's data once.
Try it: Image to Text (OCR). Add an image or press Ctrl+V to paste a screenshot, choose the language, click Extract text.
Step by step
- Add the image. Drop a JPG, PNG or WebP file onto the tool, click to choose one or more, or paste a screenshot with Ctrl+V.
- Pick the language. Under Language in the image, choose:
- Hindi for text that is all Devanagari,
- English + Hindi for notices, forms and screenshots that mix both,
- English for English only. The list also has Bengali, Marathi, Tamil, Telugu, Gujarati, Kannada, Malayalam and Punjabi.
- Set the two options. Enhance image enlarges small images and converts them to greyscale before reading. Join split words rejoins words broken with a hyphen at a line end.
- Click Extract text. The status moves through loading the engine, downloading language data (first run only) and recognizing text. Several images are read one after another, each with its own result.
- Check, then copy. Edit the text in the box if needed, then click Copy or Download .txt. Clear starts again.
What the confidence score tells you
Each result shows a confidence score, the OCR engine's average certainty about the words it read.
| Confidence | What to do |
|---|---|
| 85% or above | Usually accurate. Skim it. |
| 60% to 84% | Read it through and fix any odd words. |
| Below 60% | Do not trust it yet. Crop, straighten or retake the photo, and check the language. |
A low score on a Hindi image often means the language was left on English. English mode does not know Devanagari, so it guesses Latin letters for shapes it cannot read.
Tips for better accuracy
OCR quality depends far more on the image than on the tool. In rough order of impact:
- Shoot straight on. Hold the phone parallel to the page. A tilted photo makes lines curve, and the engine reads curved lines badly.
- Light it evenly. Avoid shadows from your hand or phone, and glare on glossy paper.
- Crop to the text. Remove the table, the margins and any photos on the page with Crop Image before reading.
- Get closer rather than zooming later. Small text in a wide photo has few pixels per letter. Enhance image helps with screenshots, but it cannot add detail that was never captured.
- Use the screenshot, not a photo of the screen. A direct screenshot is sharper than a photo of a monitor, which adds glare and moire.
- Turn Enhance off if it hurts. For an already clean, high-resolution image, try once with it off and compare.
A worked example: why cropping helps
Say you photograph a printed Hindi notice with a 12 MP phone camera, which is 4,000 x 3,000 pixels. The notice text fills a block of about 2,000 x 1,000 pixels in the middle; the rest is desk, wall and border.
Whole photo: 4,000 x 3,000 = 12,000,000 pixels
Text block: 2,000 x 1,000 = 2,000,000 pixels
Share of text: 2,000,000 / 12,000,000 = 1/6, about 17%Five-sixths of the image is not text, and every bit of it is somewhere the engine can find false "letters" in wood grain or patterned cloth. Cropping to the 2,000 x 1,000 block removes about 83% of the image the engine has to search. It is the single quickest fix when results look noisy.
Hindi-specific things to check
- Matras and conjuncts. Vowel signs and joined consonants are where OCR slips most often. Read words with them carefully.
- Numbers. Some notices use Devanagari digits, some use 0-9, and some mix both. Check which you got.
- Mixed lines. For a form with Hindi labels and English entries, English + Hindi gives better results than either language alone.
- Handwriting. Not read reliably, in Hindi or English.
The output is ordinary Unicode text, so you can paste it into a document, a chat or a spreadsheet. To change English text to UPPER, lower or Title Case afterwards, use the Case Converter.
When to use OCR PDF instead
Image to Text is for photos and screenshots when you want the words to copy. If you have a scanned PDF and want a searchable PDF back, with the pages as they were and text you can search and select, use OCR PDF. It processes the whole document on Edesy's server rather than in your browser.
| You have | You want | Use |
|---|---|---|
| A photo or screenshot | Text to copy or edit | Image to Text |
| Several photos of pages | Text from each page | Image to Text (add them all at once) |
| A scanned PDF | A searchable PDF | OCR PDF |
| One page of a PDF | Text from that page only | Convert the page to JPG, then Image to Text |
For that last case, see how to convert PDF to JPG.
Reading text is one step; talking to customers is the next
If the text you are extracting comes from customer documents, forms or order slips, the follow-up is often a phone call: confirming details, chasing a missing document, or sending a reminder. Edesy builds AI voice agents that make and take those calls in Hindi, English and Hinglish.