The fabric curtain pleating machine operates on a variety of curtain fabrics, ranging from lightweight sheer curtains to heavy-duty drapery, creating uniform and professional pleats. A pinch pleat or box pleat is formed through folding using mechanical or thermal methods. Customization for different weights of fabric is achieved with adjustable settings for pleat depth, spacing, and density. Whether in small workshops or large-scale production lines, this machine enhances efficiency by automating the pleating process and reducing manual work.