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IoT-based Smart Home Systems

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WebSerial Vision Training for Microcontrollers: A Browser-Based Companion to On-Device CNN Training
Jeremy Ellis · 28 April 2026
This paper presents webmcu-vision-web, a single-file, zero-install browser application for end-to-end TinyML vision model training and deployment on the Seeed Studio XIAO ESP32-S3 Sense (XIAO ML Kit, $15--40 USD). Acting as a browser-based companion to the on-device Arduino firmware of Paper 1 [1], …
Cloud-Enabled IoT System for Real-Time Environmental Monitoring and Remote Device Control Using Firebase
Abdul Hasib, A. S. M. Ahsanul Sarkar Akib · 27 January 2026
The proliferation of Internet of Things (IoT) devices has created unprecedented opportunities for remote monitoring and control applications across various domains. Traditional monitoring systems often suffer from limitations in real-time data accessibility, remote controllability, and cloud integra…
KWT-Tiny: RISC-V Accelerated, Embedded Keyword Spotting Transformer
Aness Al-Qawlaq, Ajay Kumar M, Deepu John · 21 November 2025
This paper explores the adaptation of Transformerbased models for edge devices through the quantisation and hardware acceleration of the ARM Keyword Transformer (KWT) model on a RISC-V platform. The model was targeted to run on 64kB RAM in bare-metal C using a custom-developed edge AI library. KWT-1…