Glenn Herrou

Dicetrack: Lightweight Dice Classification on Resource-Constrained Platforms with Optimized Deep Learning Models

This paper introduces DiceTrack, an innovative Deep Learning (DL) platform for detecting dice in board games. Deploying robust models on microcontrollers (MCUs) presents challenges due to memory and computational constraints. We focus on optimizing MobileNet for seamless ESP32 deployment and propose…