Fig. 9: Effect comparison with/without ControlNet.
From: Diffusion model-based image generation method for Cantonese embroidery artistic styles
c w/ControlNet aligns with (a) Original (contour overlap rate >85%), whereas (b) w/o ControlNet shows <50% structural consistency.
