The Manila Zoo is a renowned tourist attraction in the Philippines. However, traditional tours may not fully engage visitors, and inadequate information about the animals can hinder their overall experience. To address these problems, this study proposes the development of a mobile application that enhances the touring experience at Manila Zoo through the utilization of a QR code reader, virtual reality (VR), augmented reality (AR), and the Improved VGG-16 model. The objective is to provide visitors with an educational and interactive platform that fosters engagement and enriches their understanding of the zoo's animals and habitats. By leveraging AR and VR technologies, users can explore the zoo in an immersive and informative manner. The application will employ the Improved VGG-16 model to accurately identify specific animals within the zoo. Additionally, the application features an IoT integration for real-time data collection and a QR code reader for accessing trivia questions about the animals, promoting an interactive and educational experience. Furthermore, the Improved VGG-16 model was evaluated against the original VGG-16 model through three trials. whereas the improved VGG-16 model achieved a total average accuracy of 81.82%. These findings highlight the capabilities of the improved model in accurately identifying and classifying animals. The development of this mobile application aims to revolutionize the visitor experience at Manila Zoo, combining technology, entertainment, and education. By providing a platform for interactive learning and immersive exploration, the proposed solution aims to enhance visitors' engagement and knowledge about the zoo's diverse animal species and their natural environments.