This smart reverse vending machine is a modern recycling device integrating AI intelligent recognition, automatic weighing, instant rebates, and remote management, providing efficient and convenient recycling solutions for various commercial and residential scenarios. Equipped with AI vision and infrared dual detection, it boasts over 99% accuracy in recognizing PET plastic bottles, aluminum cans, and glass bottles, with slight deformation and minor residue unaffected. A three-step touchscreen operation completes the deposit, recognition, and rebate process in 10 seconds, making it easy for the elderly and children to use. It supports multiple rebate methods and customizable rebate rules. Built-in intelligent bin monitoring provides low-bin-level audible and visual alerts with push notifications to the backend, and automatically pauses when full to prevent overflow. Remote management via computer and mobile phone allows real-time viewing of core data and remote parameter settings, enabling unmanned intelligent operation. The standard model occupies only 1-2 square meters, suitable for various indoor and outdoor scenarios such as communities, supermarkets, and schools. Powered by 220V, it is energy-efficient and features a backup battery, allowing for 4-6 hours of operation during power outages. The entire unit is shipped pre-assembled without assembly, supporting full-dimensional customization. Users can design the exterior, add brand logos, customize recycling and rebate rules, and integrate with membership systems to adapt to diverse usage and cooperation needs. This creates a multi-functional terminal that combines environmental protection, operation, and promotion, balancing commercial and social value.