Tiny Machine Learning and On-Device Inference: A Survey of Applications, Challenges, and Future Directions

The growth in artificial intelligence and its applications has led to increased data processing and inference requirements. Traditional cloud-based inference solutions are often used but may prove inadequate for applications requiring near-instantaneous response times. This review examines Tiny Mach...

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