Parametric Design Algorithm Guided by Machine Vision in Animation Scene Design

Against the backdrop of rapid progress in digital technology, animation has become an indispensable part of people's lives. CAD parametric design is a design method based on parameter constraints, which can quickly modify and adjust the design by adjusting parameter values. This article introduces machine vision and AI technology into animation design, automatically identifying and extracting key elements in animation scenes and generating scene designs that meet the requirements based on design requirements and constraints. By analyzing the simulation results of different models in animation scene generation, it was found that the proposed model demonstrated significant advantages, achieving lower error rates and higher accuracy. This result validates the enormous potential of DL in the field of animation design while also highlighting its effectiveness and application value in practice. Compared with traditional methods, this algorithm can automatically identify and extract key elements in the scene, greatly reducing the workload of manual adjustment and optimization. © 2024 U-turn Press LLC.