Circuit Digest

ESP32-CAM Currency Recognition System using Edge Impulse

TinyML / Edge AI, ESP32-CAM camera interfacing, Edge Impulse workflow, Image classification & object detection on ...
Circuit Digest

An Embedded AI Project Aimed at Easing Night-Time Baby Feeding

This layered approach reflects common best practices in embedded AI, where deterministic safeguards complement probabilistic ...
GitHub

P-ML: An End-to-End AutoML Framework for Deploying Classical Machine Learning Models on Resource-Constrained Devices

The generated libraries are compact, efficient, and directly deployable on Arduino Uno, Nano, and ESP32 platforms using the Arduino IDE. Experimental results demonstrate that P-ML enables accurate ...
IEEE

WaveMamba: Intrusion Detection in IoT Systems Using a Mamba Module with Embedded Wavelet Transform

Abstract: The rapid proliferation of diverse IoT scenarios necessitates intelligent attack detection as a critical safeguard for IoT security. However, the massive volumes of heterogeneous data ...