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It's All About Your Sketch: Democratising Sketch Control in Diffusion Models

Subhadeep Koley, Ayan Kumar Bhunia, Deeptanshu Sekhri, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

2024Year
18Top-tier citations

Abstract

Sketch ControlNet T2I-Adapter Ours Sketch ControlNet T2I-Adapter Ours Edgemap ControlNet T2I-Adapter Ours Our Results Figure 1. Top-left: Comparison of images generated by our method with SGDM [81], ControlNet [90], and T2I-Adapter [55]. Top-right: A set of photos generated by our method. Bottom: While existing methods [55, 90] generate realistic images from pixel-perfect edgemaps, they perform sub-optimally for freehand abstract sketches. (Best view when zoomed in.

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