AI vision technology is no longer limited to a single function. A.I.matics has developed Multi-Channel Multi-Perception technology that enables a single AI to perceive different situations simultaneously, like multiple eyes, which is key to dramatically increasing safety and efficiency in various fields such as transportation, logistics, industry, and security.
What is Multi-Channel Multi-Perception?
Traditional vision AI typically relies on a single model to perform a specific task (e.g., object detection, drowsy driving detection, etc.), but real-world environments are complex. At any given moment, you need to simultaneously monitor pedestrians, road lanes, driver states, and unexpected events around your vehicle.
Multichannel multi-awareness addresses this complexity.
Video input from a single backbone network,
branching out into a Multi-Head structure,
Multi-Tasks simultaneously.
In other words, it is a technology that recognizes multiple situations in real time with a single operation.
Optimization technology
A combination of knowledge distillation and NAS to simultaneously achieve model compression and performance optimization to perform multi-channel dynasty.
Specialized AI model: aimNet
aimNet overcomes the shortcomings of YOLO for general object recognition in the mobility domain used by competitors and secures differentiated strengths in terms of model efficiency and performance. CF-Assignment, which applies masking to decision boundary learning, optimizes modeling efficiency, and Single-branch FPN is a design that maximizes peak-memory efficiency with an on-device portable FPN structure.
A.I.Matics' multi-channel, multi-cognitive AI technology goes beyond simply recognizing objects and is designed to simultaneously detect and respond to complex driving environments and various hazards. Based on its multi-head, multi-task structure and self-optimized aimNet model, it achieves overwhelming efficiency and precision compared to existing technologies.
In the future, A.I.Matics will further advance its multi-channel, multi-cognitive technology and expand its application to a wide range of areas, including vehicle safety, smart cities, industrial security, and manufacturing quality control.
One AI, Many Eyes.
AI that sees deeper and wider with many eyes - that's the future A.I.Matics is shaping.
