If you need a completely free solution, consider these options: JPEG-Repair Toolkit – Repair and Recover JPEG photos
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Offers a free online tool where you can upload, repair, and preview files, though saving may have limitations compared to their paid version. If you need a completely free solution, consider
These basic built-in programs are highly resilient. If the image opens inside Paint, immediately click File > Save As and choose JPEG picture . This forces the operating system to rewrite the file header correctly. and preview files