Solid-state embedded systems

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• Published Subscription Original Research 31 Dec 2025

  Mood Mate: A Solid-State Edge-AI System for Real-Time Facial Emotion Recognition

  By Sakshi Bhaganagare, Shravani Chavan, Sonali Gavali, Vaibhav Godase

  Abstract: Recent progress in solid-state electronics and embedded vision systems has enabled real-time emotion-aware applications at the edge. This paper presents MoodMate, a solid-state edge-AI framework for real-time facial emotion recognition using camera-based sensing and embedded processing. The proposed system integrates a solid-state image sensor with an AI- driven emotion classification pipeline optimized for low-latency and resource-constrained environments. Intelligent, emotion-aware apps can now be deployed right at the network edge thanks …

  Published in International Journal of Solid State Innovations & Research · Vol. 3, Issue 2, 2025 · pp. 24–30 Read article →