This repository contains a Python implementation of the Gradient Descent algorithm, paired with an animated 3D visualization that demonstrates the convergence process. The code allows users to ...

Two interactive scenes with different 3D primitives Smooth animations between states Keyboard controls for scene interaction Singleton pattern for scene management Clean separation of concerns (window ...

Explore how Python enhances automation in 3D workflows with OpenUSD, enabling rapid prototyping and efficient scene manipulation, crucial for industries handling complex 3D data. Universal Scene ...

Abstract: This paper aims to use the improved Generative Adversarial Network (GAN) model for Three Dimensional (3D) animation graphic design, improve the efficiency of 3D animation graphic design, and ...