TinyML Platforms Benchmarking

Author:

Osman Anas,Abid Usman,Gemma Luca,Perotto Matteo,Brunelli Davide

Publisher

Springer International Publishing

Reference28 articles.

1. Merenda, M., Porcaro, C., Iero, D.: Edge machine learning for AI-enabled IoT devices: a review. Sensors 20(9), 2533 (2020)

2. Han, S., Mao, H., Dally, W.J.: Deep compression: compressing deep neural networks with pruning, trained quantization and Huffman coding. arXiv preprint arXiv:1510.00149 (2015)

3. Banbury, C.R., et al.: Benchmarking TinyML systems: challenges and direction. arXiv preprint arXiv:2003.04821 (2020)

4. Iot device detects wind turbine faults in the field by Tomlombardo. Engineering.Com (2021). https://www.engineering.com/story/iot-device-detects-wind-turbine-faults-in-the-field

5. https://grow.google/intl/europe/story/transforming-farmers%E2%80%99-lives-with-just-a-mobile-phone

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