image_edit_gen

Transform the image into an embroidery style artwork. Simulate stitched textiles with visible thread texture, slight irregularities, and layered stitch patterns: satin stitch for smooth fills, long-and-short stitch for gradients, split stitch for outlines, and French knots for highlights. Use a natural cotton/linen fabric canvas with subtle weave and hoop tension. Colors are thread-like—matte with gentle sheen, limited palette and soft tonal transitions. Slight parallax flattening as if hand-embroidered; edges show stitch direction flow and overlapping threads. No photorealistic glare—keep a handcrafted, tactile, cozy aesthetic.

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