Digital Candle creates offline ambient flickering light using AI models

Digital Candle uses an embedded microchip and 144 amber LEDs to replicate natural candle flames without an internet connection. The internal machine learning model was trained on video clips of burning wicks, giving every physical board a unique flickering behavior tied to its internal hardware serial code.