Free online JPG to TXT converter

Source format: jpg

JPG (or JPEG) is a widely used raster image format that uses lossy compression to keep file sizes relatively small while preserving good visual quality. It is common for photos, screenshots, web graphics, and image sharing.

Target format: txt

TXT is a plain text format that stores only readable characters, with no image data, layout, or formatting. It is widely supported and can be opened by almost any text editor on any platform.

How jpg to txt conversion works

Converting JPG to TXT is not a direct file-format conversion in the usual sense. A JPG image does not contain editable text unless the picture itself includes words that must be recognized. In most cases, you need OCR (optical character recognition) to extract text from the image and save it as plain text.

1. Open the JPG in an OCR-capable program such as Adobe Acrobat, ABBYY FineReader, Tesseract, or a document scanner app with text recognition.
2. Import the image and run text recognition. In many programs, this is done through File → Open, Import, Recognize Text, or OCR.
3. Review the recognized text carefully. OCR can misread blurry images, unusual fonts, low contrast, rotated text, handwriting, or heavy compression artifacts.
4. Export or save the extracted content as .txt. This is often done through File → Save As or File → Export, then choosing Plain Text or TXT.
5. If you want a quick browser-based option, you can convert the file on 101convert.com for free without installing any software, then download the resulting text file.

Using Adobe Acrobat

Adobe Acrobat can OCR scanned images and image-based PDFs, but it is not primarily a JPG-to-TXT converter. If you open a JPG in Acrobat, the exact steps may vary by version. In general, you would open the image, run OCR or text recognition if available, and then export the recognized text as a plain text file. If your goal is only to extract text, a dedicated OCR tool is usually more direct.

Using ABBYY FineReader

ABBYY FineReader is a strong choice for OCR because it is designed to recognize text from images and scanned documents. Open the JPG, run OCR, check the recognition results, and export the output as TXT or another text-based format.

Using Tesseract

Tesseract OCR is a popular open-source command-line tool for text recognition. A typical command is tesseract input.jpg output, which creates output.txt containing the recognized text.

Quality and limitations

JPG to TXT conversion depends entirely on OCR quality. If the image contains no text, the result will be empty or meaningless. Even when text is present, accuracy depends on image resolution, lighting, blur, skew, compression, and font style. Clean, high-resolution images usually produce the best results.

TXT cannot preserve images, tables, columns, fonts, or formatting. If the JPG contains a document layout, the extracted text may lose structure and reading order. Manual cleanup is often needed after OCR.