Importance of TinyML


MCUs consumption and its sales in the market
Figure 3: MCUs consumption and its sales in the market (worldwide) from 2016 to 2023 [7]


In a nutshell, TinyML is a giant opportunity that’s just beginning to emerge. Expect to see quite a bit of movement in this space over the next year or two.

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[1] Banbury, C. R., Reddi, V. J., Lam, M., Fu, W., Fazel, A., Holleman, J., … & Patterson, D. (2020). Benchmarking TinyML Systems: Challenges and Direction. arXiv preprint arXiv:2003.04821.

[2]Atzori, L., Iera, A., & Morabito, G. (2010). The internet of things: A survey. Computer networks54(15), 2787-2805.






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