Myneni Madhu Bala et al. 2026. Real-Time Mask-wearing Detection on Edge Devices via Lightweight Convolutional Neural Networks. International Journal of Computer Information Systems and Industrial Management Applications. 18, 13s (Jul. 2026), 482–493. DOI:https://doi.org/10.70917/ijcisim-2026-4085.