Python software suite designed to evaluate the performance of TensorFlow Lite models deployed on embedded devices such as the Raspberry Pi Zero 2W. These scripts assess different aspects of model execution, including memory usage, inference throughput, and latency. Includes testing dataset and pre-trained models
TinyML Model Performance Testing Suite
Rocco De Marco
Primo
Software
2025
Abstract
Python software suite designed to evaluate the performance of TensorFlow Lite models deployed on embedded devices such as the Raspberry Pi Zero 2W. These scripts assess different aspects of model execution, including memory usage, inference throughput, and latency. Includes testing dataset and pre-trained modelsFile in questo prodotto:
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manual.pdf
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