SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation

Figure 1 . CAD sketches generated by our diffusion model, showcasing its ability to produce diverse, high-fidelity designs. Geometric primitives-such as circles, arcs, lines, and points-are randomly colored to differentiate separate primitives, and primitives tagged as construction aids are represented with dashed lines.