Neural Network-Based Intelligent Animation Plot Generation and Visualization

This article explores methods for the automatic generation and visualization of animation plots, aiming to improve the efficiency and quality of animation creation. The proposed system leverages neural network technology, incorporating a model for scene generation and a compatible visualization engine. Through the neural network, the system can autonomously generate cohesive and innovative animation scenes, while the visualization engine converts these elements into realistic 3D models, offering real-time, intuitive feedback to animators. Experimental validation was conducted to assess the quality of the generated animations and visualization effects, incorporating user feedback. The results show that the system excels in coherence, creativity, and visual appeal, with users particularly praising the realism and ease of interpretation of the animations. The automatic generation and visualization methods presented offer new possibilities for advancing the efficiency and creative potential of animation production.