WarkAI OS adopts a layered architecture design, forming a complete technology stack from the underlying hardware to the top-level applications. Through open APIs and SDKs, it supports third-party developers in creating various vertical industry applications based on WarkAI OS, thereby building a rich application ecosystem.
The system core adopts a microservices architecture with loosely coupled, highly cohesive functional modules, supporting flexible deployment and on-demand scalability. A hybrid architecture combining edge computing and cloud collaboration ensures stable operation even in industrial environments with unstable network conditions.
Industrial vision AI system based on deep learning, optimized for manufacturing scenarios such as textiles, capable of achieving high-precision defect detection, dimensional measurement, and quality grading under complex lighting and environmental conditions.
Automatically build and maintain a process knowledge graph to structurally consolidate expert experience and process parameters, supporting knowledge inference and intelligent Q&A, thereby enabling technology inheritance and decision support.
AR interaction engine optimized for industrial scenarios, supporting gesture recognition, voice control, and eye tracking to enable hands-free human-machine interaction, while providing industrial-grade spatial positioning and environmental understanding capabilities.
A reinforcement learning-based human-machine collaboration framework enables natural cooperation between humans and robots, allowing robots to understand human intentions and adapt their behavior accordingly, thereby enhancing collaboration efficiency and safety.
An intelligent decision-making system integrating operations research and deep reinforcement learning provides adaptive optimization decision support for scenarios such as production scheduling, inventory management, and energy consumption optimization.
An AI fortune-telling system based on large-scale pre-trained models that integrates traditional metaphysics and modern psychology to provide personalized career planning, personality analysis, and development advice, helping users gain a better understanding of themselves.