Live-Streaming Interaction Images for More Diverse User Engagement

The patent implements dynamic interaction modes where the system automatically switches between different interaction types (image generation, image selection, image filtering) based on real-time user behavior patterns and engagement metrics. This allows the interaction system to adapt its complexity level dynamically, providing diverse interaction experiences without requiring all complex features to be always active.

The interaction system is divided into multiple independent modules: image generation module, image selection module, image filtering module, and interaction analysis module. Each module can be independently activated based on user needs, allowing the system to provide diverse interaction modes while managing complexity through modular architecture.

The system generates interactive images selectively rather than continuously - only when specific interaction thresholds are met or when user engagement patterns indicate demand. This partial action approach enhances user experience at key moments while avoiding unnecessary processing energy consumption during low-engagement periods.

The system adjusts image generation parameters (resolution, complexity, detail level) based on device capabilities, network conditions, and user preferences. By dynamically changing these parameters, the system optimizes the balance between providing high-quality interactive experiences and minimizing processing energy consumption.