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gigwegbe / tinyml-papers-and-projects

This is a list of interesting papers and projects about TinyML.

Home Page:http://everythingml.com/

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https://github.com/nesl/auritus (code)
https://www.researchgate.net/publication/359759183_Auritus_An_Open-Source_Optimization_Toolkit_for_Training_and_Development_of_Human_Movement_Models_and_Filters_Using_Earables (paper)

Our recent paper on an Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables got accepted to ACM IMWUT. We will be happy if you add this to your list. In addition,

https://github.com/ARM-software/mango (code)
https://www.researchgate.net/profile/Sandeep-Sandha/publication/356911955_Enabling_Hyperparameter_Tuning_of_Machine_Learning_Classifiers_in_Production/links/62171fb21857671d0d8b04f4/Enabling-Hyperparameter-Tuning-of-Machine-Learning-Classifiers-in-Production.pdf (paper)
https://cms.tinyml.org/wp-content/uploads/talks2022/Saha-S.-Sayan-SW-tools.pdf (poster)

Another paper on a state-of-the-art NAS framework was published in IEEE CogMI, the poster was presented at TinyML Summit. We would be happy if you add this too!