Research on the Development and Execution of Virtual Reality Merchandise Software Utilizing the Artificial Intelligence Deep Learning Algorithm

As a method of immersive interaction, virtual reality (VR) is rapidly permeating a variety of disciplines due to the continuous development of artificial intelligence and deep learning technology. This study seeks to investigate the design and implementation methodologies of AI-based deep learning-based interactive product software for virtual reality. The study first provides an overview of virtual reality technology and deep learning algorithms, and introduces their application prospects in interaction design. Then, the study details the key technology of gesture recognition based on deep learning to enhance the naturalness and immersion of virtual reality interaction. In terms of software design, the study designed a prototype of a virtual reality interaction product that integrates the above techniques, and evaluated its performance and user experience through experiments. The experimental results show that the virtual reality interaction product based on AI deep learning algorithms has achieved significant improvement in terms of interaction effect and user satisfaction. In summary, this study provides useful guidance and reference for further promoting the development of virtual reality interactive products.