I Built a Photo-to-Cross-Stitch Pattern Maker That Runs in Your Browser

Photo-to-cross-stitch conversion looks like a resizing problem. It is not. A pixelated preview can look convincing and still be frustrating to stitch. It may contain too many colors, lack readable symbols, provide no reliable dimensions, or become useless when printed. I built StitchFromPhoto to handle the practical part of that workflow. It turns an image into a counted cross-stitch chart in the browser, lets you tune the result before committing to it, and keeps the source photo on your device. The useful output is a pattern, not a pixelated image A cross-stitch preview only answers one question. It shows roughly what the finished piece might look like. A usable pattern must also tell you how many stitches wide and tall the design is, which thread color belongs in each square, whether similar colors remain distinguishable on paper, and how large the result will be on your chosen fabric. That distinction shaped the app. The color preview is useful, but the symbol chart, thread key, stitch totals, fabric dimensions, and printable pages are the real deliverables. What the photo-to-cross-stitch pattern maker does The workflow starts with a sample image, so anyone can explore the controls before uploading a file. It also accepts JPG, PNG, and WebP images up to 20 MB. The main controls are stitch width, DMC color count, and fabric count. You can choose a pattern from 30 to 120 stitches wide, limit the palette to between 6 and 36 DMC colors, and calculate the finished size for 14, 16, 18, or 22 count Aida. You can move between the original photo, a color stitch preview, and a high-contrast symbol view. The thread key lists every retained DMC color code and the number of stitches assigned to it. Creating and previewing a pattern is free. High-resolution PNG and print-ready PDF downloads are unlocked per source image. I wanted that boundary to be visible before checkout rather than hidden behind the final button. How the browser turns pixels into stitches The conversion pi