AI vision technology is no longer limited to single functions. A.I.Matics has developed Multi-Channel Multi-Perception technology, enabling one AI system to perceive multiple situations at once—like having several eyes working simultaneously. This is a core technology that dramatically enhances safety and efficiency across transportation, logistics, industrial, and security applications.

What is Multi-Channel Multi-Task AI Engine?

Traditional vision AI models typically handle only one task (e.g., object detection, drowsy driving detection). But real-world environments are complex. In an instant, the system must monitor pedestrians around the vehicle, road lanes, driver conditions, and surrounding obstacles simultaneously.
Multi-Channel Multi-Task addresses this complexity by:

• Taking video input into a Backbone Network

• Branching it into a Multi-Head structure

• Processing multiple tasks (Multi-Tasks) in parallel

In other words, it’s a technology that enables AI to perceive and interpret multiple real-world situations in real time, all within a single model.

Optimization Technology
Through the combination of knowledge distillation and NAS, we achieve both model compression and performance optimization required for Multi-Channel Multi-Task.

Specialized AI Model : aimNet
aimNet overcomes the limitations of general object-recognition models such as YOLO commonly used by competitors in the mobility domain, delivering differentiated strengths in both efficiency and performance.
By applying CF-Assignment with masking to decision-boundary learning, modeling efficiency is optimized. Its single-branch FPN architecture enables on-device inference while maximizing peak memory efficiency.

A.I.Matics’ Multi-Channel Perception AI goes beyond simple object detection, enabling real-time recognition and response to complex driving environments and multiple risk factors simultaneously.
Built on a multi-head, multi-task architecture and our optimized aimNet model, it delivers breakthrough efficiency and accuracy compared to conventional technologies.
Looking ahead, A.I.Matics will continue to advance Multi-Channel Perception technology, expanding its applications across vehicle safety, smart cities, industrial security, manufacturing quality control, and beyond.

One AI, Many Eyes.
AI that sees the world deeper and wider — this is the future A.I.Matics is building.