# How to Translate Text Inside an Image | Vitra.ai > A PNG or JPG has no text to edit, only pixels. How the translation is done, what the background reconstruction gets wrong, and when to find the source. **Canonical URL**: https://www.vitra.ai/general/translate-text-inside-image **Source**: This is the Markdown rendering of https://www.vitra.ai/general/translate-text-inside-image, generated at build time from that page. --- 4 min read # How to Translate Text Inside an Image A PNG or JPG has no text to edit, only pixels. How the translation is done, what the background reconstruction gets wrong, and when to find the source. [Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) Senior Product Manager , Vitra.ai Updated Aug 17, 2026 ![How to Translate Text Inside an Image](https://www.vitra.ai/static/images/blog/translate-text-inside-image.jpg) Table of contents [There is no text in the file](#there-is-no-text-in-the-file) [Where the reconstruction shows](#where-the-reconstruction-shows) [Find the source file first](#find-the-source-file-first) [What to check afterwards](#what-to-check-afterwards) [Where else image text hides](#where-else-image-text-hides) [FAQ](#faq) Contributors [Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) Senior Product Manager Subscribe to our newsletter Subscribe > **Quick answer —** To translate text inside a PNG or JPG, the text is detected, removed, the background behind it rebuilt, and the translation rendered in its place. It works well on flat backgrounds and struggles on texture, gradients and photographs.[Vitra.ai Universe](https://www.vitra.ai/features/image-translation) translates the layer, then checks the result. ## There is no text in the file A JPG of a poster is a grid of coloured dots. The headline you can read is not stored as words anywhere — it is the same kind of data as the sky behind it. So translating it is four operations, not one. Detect where the text is. Remove it. Reconstruct whatever was behind it. Render the translation into that space, matching the original's typeface, weight, colour and alignment closely enough that nobody notices. ## Where the reconstruction shows Step three is the hard one, and its difficulty depends entirely on what sat behind the words. Background Result Flat colour Effectively perfect Subtle gradient Usually clean Repeating pattern Good, occasional seam Photograph Visible if you look for it Text over a face or product Frequently obvious The rule of thumb is whether a human retoucher would find it easy. If they would have to clone-stamp carefully, the automated version will show the same strain. Text sitting over the product itself is the case to avoid entirely, because that is exactly where a customer looks closely. ## Find the source file first This is the advice that saves the most money, and it gets skipped because hunting for a file feels slower than just translating the JPG. A layered [PSD](https://www.vitra.ai/general/translate-photoshop-files) or the original [Figma frame](https://www.vitra.ai/general/translate-figma-designs) means no reconstruction at all — the text is a layer, and it is replaced. Ten minutes finding the source beats an afternoon fixing repaints. Only fall back to pixels when the source is genuinely gone, which for old campaign assets it often is. ## What to check afterwards Expansion, first. A translated headline that no longer fits the space it was painted into has been shrunk, and shrunk type on a photograph reads as an error. Then the words. [Quality control](https://www.vitra.ai/features/quality-control) runs proofreading and a back-translation comparison on the rendered image, returning approved, review or blocked with the specific findings — which is the only way to review text that exists as pixels. Corrections write back to [translation memory](https://www.vitra.ai/features/translation-memory), so the phrase is right the next time it appears in any format. ## Where else image text hides Animated and social formats need their own handling: [GIF text](https://www.vitra.ai/general/translate-gif-text) has to survive the animation, and [Instagram content](https://www.vitra.ai/general/translate-instagram-content) mixes burned-in captions with platform text. Web pages carry it too — [.php templates](https://www.vitra.ai/general/translate-php-files) often hold hard-coded strings behind the markup, which is a different problem from [transliteration versus translation](https://www.vitra.ai/general/transliteration-vs-translation) when a name has to stay recognisable rather than be translated. ## FAQ **How do you translate text that is part of an image?** The text is detected and removed, the background behind it is reconstructed, and the translation is rendered in its place matching the original typeface, weight and colour. There is no editable text in the file. **When does image text translation look wrong?** When the background is complex. Flat colours and gradients rebuild cleanly, but text sitting over a photograph, a face or the product itself leaves visible artefacts where the original was removed. **Is it better to translate the source file instead?** Almost always. A layered PSD or the original Figma frame means the text is a layer that can simply be replaced, with no reconstruction and no artefacts. Finding the source is usually faster than fixing repaints. **How is a translated image proofread?** On the rendered image, since the words are pixels rather than strings. A proofreading pass and a back-translation comparison catch wording and meaning problems that no string export would reveal. Our blog ## Lastest blog posts Tool and strategies modern teams need to help their companies grow. Automotive [Automotive Brochure Localization by Market](https://www.vitra.ai/automotive/automotive-brochure-localization) A car brochure is a spec grid, a legal footer and a photo library, all market-specific. What actually has to change, and why the layout decides the schedule. [Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) Aug 18, 2026 Automotive [Automotive Campaign Localization Across Markets](https://www.vitra.ai/automotive/automotive-campaign-localization) Campaigns run through national companies and dealer networks, so one master becomes hundreds of files. Where the offer text and the disclaimers actually break. [Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) Aug 18, 2026 Automotive [Car Service Manual Translation for Technicians](https://www.vitra.ai/automotive/automotive-service-manual-translation) A workshop manual is read mid-repair by someone with the car on a lift. What that demands of procedures, torque figures and fault codes, in every language. [Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) Aug 18, 2026 [View all posts](https://www.vitra.ai/blog/page/1) --- ## Structured data ```json { "@context": "https://schema.org", "@type": "Article", "mainEntityOfPage": { "@type": "WebPage", "@id": "https://www.vitra.ai/general/translate-text-inside-image" }, "headline": "How to Translate Text Inside an Image", "image": [ { "@type": "ImageObject", "url": "https://www.vitra.ai/static/images/blog/translate-text-inside-image.jpg" } ], "datePublished": "2026-08-17T00:00:00.000Z", "dateModified": "2026-08-17T00:00:00.000Z", "author": [ { "@type": "Person", "name": "Samhitha J Bhatt" } ], "publisher": { "@type": "Organization", "name": "Vitra.ai", "logo": { "@type": "ImageObject", "url": "https://www.vitra.ai/static/images/vitra-v-logo.png" } }, "description": "A PNG or JPG has no text to edit, only pixels. 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