Lightweight semantic segmentation model optimized for real-time street scene analysis on edge devices.

Lightweight and quantized PoseNet model for real-time multi-person pose estimation on edge hardware.

Lightweight real-time people counting model based on quantized YOLOX, optimized for edge devices using LiteRT (TensorFlow Lite) .

Detects critical alarm sounds (e.g., fire alarms) and triggers immediate machine shutdown for safety compliance.

Real-time AI-powered vision system for detecting defects in manufacturing environments

HMI system that uses AI to recognize operators during alerts and show personalized troubleshooting instructions.

Secure face recognition HMI system for personalized user access in industrial environments.