What is it

Neuton TinyML® is an automated Tiny ML platform that specializes in developing ultra-tiny neural networks for programmable sensors.

Key features

• Exceptionally Tiny Models without Loss of Accuracy: The platform creates models that are less than 1 KB in size, without sacrificing accuracy. It allows even 8-bit microcontrollers to run robust neural networks. The models are up to 10x smaller compared to other existing algorithms.
• No-Code Automated Tiny ML Platform: Neuton is a no-code platform that offers a highly automated and transparent pipeline. It helps to automatically build extremely compact and accurate models without additional compression and natively embed them into 8, 16, and 32-bit MCUs.

Pros

• Exceptionally tiny models without loss of accuracy
• No-code automated Tiny ML platform
• Ready-made solutions for various applications

Cons

• Limited to programmable sensors

Summary

Neuton TinyML® is a powerful platform for developing ultra-tiny neural networks for programmable sensors. It offers a unique combination of exceptional model size reduction, no-code automation, and ready-made solutions for various applications. However, its use case is limited to programmable sensors.