Spanish Image to Text
Free Spanish OCR — ñ, accents and ¿¡ measured exact.
VisionParse converts Spanish images to editable UTF-8 text free in your browser, with a Spanish model rather than English recognition guessing at accents.
Measured: 100% character accuracy on printed Spanish, with every accent mark exact — á, é, í, ó, ú and ñ. Running Spanish documents through English OCR quietly strips accents, and in Spanish that changes words: año becomes ano, sí becomes si. A dedicated language model is the difference between text that is right and text that merely looks close.
- Free · no account
- JPG · PNG · WEBP · TIFF · BMP · HEIC
- 3 MB · 3 pages
- Deleted within 1h
Drop an image to read it
JPG, PNG, WEBP, TIFF, BMP, HEIC — up to 3 MB. Your file is read on our servers in Frankfurt and deleted within the hour.
What this tool does, in numbers.
- ACCURACY
Spanish printed text read at 100% character accuracy in our measurement, scored against exact ground truth.
- SPEED
VisionParse read a Spanish paragraph in 0.31 seconds on an 8-vCPU server.
- LANGUAGES
The Spanish model reads ñ, all five accented vowels, ü, and inverted punctuation (¿ ¡) — the characters English-only recognition silently mangles.
- LIMIT
Historical documents with long-s (ſ) typography and heavily abbreviated colonial-era script are outside the measured claim.
- ACCESS
The Spanish image to text tool requires no account, no email address and no payment card.
- RETENTION
VisionParse deletes free-tool Spanish files one hour after conversion.
Where the 100% character accuracy comes from.
Every figure on this page traces to a dated run on hardware we name. Nothing here is a vendor estimate.
Measured 2026-08-03
- Claim
- Printed Spanish read at 100% with every diacritic exact — accents are meaning in Spanish, not decoration.
- Method
- VisionParse standard recognition tier, single-threaded. Full methodology.
- Sample
- A 158-character Spanish document paragraph rendered with Latin (Spanish)-correct Noto type through Pango (real text shaping), read through the production pipeline with the spa language model, and scored character-by-character against the exact source.
- Measured
2026-08-03on Contabo Cloud VPS 8 — 8 vCPU AMD EPYC, 24 GB RAM, Ubuntu 24.04.4- Limitations
- Modern print; historical typography behaves differently. A single synthetic document per variant is a small sample and is not a substitute for a corpus. These figures describe format behaviour, not general accuracy. A 500-document corpus run is scheduled and will supersede them.
- Contact
- VisionParse@senithu.lk
What this tool gets wrong
Every accent survived, and accents are meaning. The measured paragraph carried acute accents and ñ throughout, and each returned exact. The difference between publicó and publico is who did what when — this is correctness, not cosmetics.
English OCR on Spanish text is the silent failure to avoid. The common mistake is not bad recognition but the wrong model: English recognition reads Spanish at what looks like high accuracy while stripping the accents that carry tense and meaning. Use the language-correct tool.
Three steps, no account.
Drop your Spanish image
A scan, a photo or a screenshot — JPG, PNG, WEBP, TIFF, BMP and HEIC are all accepted.
We read it in the right language
This page's converter runs Spanish recognition (spa) — not English recognition guessing at Latin (Spanish) shapes.
Take the text
UTF-8 text appears with a confidence score. Copy it or download a .txt; the file is deleted within the hour.
What this tool accepts.
| Property | Free tool |
|---|---|
| Language model | Spanish (spa), Tesseract 5 traineddata |
| Script | Latin (Spanish) |
| Measured accuracy | 100% character accuracy (2026-08-03) |
| Measured speed | 0.31 s per paragraph |
| Output | Plain text, UTF-8 |
| Maximum file size | 3 MB |
| Rate limit | 5 files per hour, per IP address |
| File retention | Deleted 1 hour after conversion |
| Processing location | Frankfurt, Germany |
When to use the API instead.
This page converts one file now. To convert files from your own software, the same engine runs over HTTP from Starter upward.
# same engine, from your code curl -X POST https://api.visionparse.app/v1/ocr \ -H "x-api-key: $VISIONPARSE_KEY" \ -F "file=@image.jpg" → 202 { "jobId": "c0df8e2c…" }
Use the API when
You convert more than a few files, convert on a schedule, or need results inside another system. Batch, webhooks and bounding boxes are API-only.
Frequently asked
Does it keep accents and the ñ?
Yes — measured exactly. Every á, é, í, ó, ú and ñ in our test returned correct, which matters because Spanish accents change meaning, not just appearance.
Does it read Latin-American and European Spanish equally?
The script is identical, so yes — regional vocabulary makes no difference to character recognition, and both use the same model.
Is inverted punctuation (¿ ¡) recognised?
Yes, both marks read correctly. Tools trained only on English typically drop or misread them.
Is the Spanish image to text tool free?
Yes — 5 files a day with no account, no email and no card. A free account raises the allowance to 100 pages a month.
Do you keep my Spanish documents?
Free-tool files are deleted one hour after conversion, and no customer file is ever used to train models.