Pareto-based Evaluation of Lightweight AI Models on Embedded Devices
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European Organization for Nuclear Research
Abstract
Reproducible framework for evaluating lightweight AI models on low-cost embedded devices using Pareto-based multi-objective analysis. Includes implementations of MLR, MLP and CNN models evaluated on ESP32-S3 and Raspberry Pi platforms.