tinyml-papers-and-projects
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For "Libraries & Tools" have you considered Neuton.ai?
I came across Neuton.ai. They have several bold claims on model size vs Tensorflow & Keras. Although you need to run Google Cloud Platforms, their Self service free unlimited plan offers "...up to $500 in credits for infrastructure costs on Google Cloud Platform..."