A lightweight face recognition solution leveraging Edge Impulse’s FOMO model, designed for fast, accurate deployment on edge devices in industrial environments.

Robust speaker ID/verification using ECAPA-TDNN embeddings for secure, personalized HMI and analytics.

Lightweight on-device AI agent for natural interaction and local decision-making without cloud.

AI-based detection for product recognition and user interaction in smart vending systems.

Facial emotion analysis for adaptive, personalized HMI experiences.

Automated detection and mapping of land-cover changes from satellite or aerial imagery for environmental monitoring and urban planning.

High-accuracy speech transcription using Wave2Vec for industrial documentation, healthcare automation, and voice-controlled processes.

Energy-efficient object detection optimized for edge platforms with power and thermal constraints.