Neuton TinyML
An automated platform for developing ultra-tiny neural networks for programmable sensors.
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Date Added: October 26, 2023
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What is Neuton TinyML?
Neuton TinyML® is an automated platform that specializes in developing ultra-tiny neural networks for programmable sensors. It creates exceptionally tiny models without sacrificing accuracy, allowing even 8-bit microcontrollers to run robust neural networks. Neuton offers a no-code platform that provides ready-made solutions for various applications, including touch-free interaction for smartwatches and other wearables. Developers can enjoy a Free Unlimited Plan and up to $500 credits for the next 90 days with new accounts.
*Neuton offers a Free Unlimited Plan for developers. For new accounts, GCP provides up to $500 credits, for the next 90 days. $500 is enough for at least 100 hours of training on the platform.
Key Features and Benefits
- The platform can create models that are less than 1 KB in size, while maintaining accuracy.
- It enables 8-bit microcontrollers to run neural networks.
- The models generated by the platform are up to 10 times smaller than other existing algorithms.
- Neuton is a no-code platform that automates the process of building compact and accurate models.
- The platform natively embeds the models into 8, 16, and 32-bit MCUs.
- Neuton offers ready-made solutions for various applications.
- For example, it enables touch-free interaction for smartwatches and wearables with an accuracy rate of over 97%.
Use Cases
- Smartwatches and wearables: Neuton TinyML® can be used to develop touch-free interaction solutions for smartwatches and other wearables with an accuracy rate of over 97%.
- Remote control devices: Neuton.AI demonstrated a remote control device at the TinyML Forum 2023, showcasing the platform's potential in developing ultra-tiny neural networks for programmable sensors.
- Smart toothbrush: Neuton TinyML® was featured in the Arm Tech Talk 2023 for its application in the next generation smart toothbrush, highlighting its ability to create exceptionally tiny models without sacrificing accuracy.
- IoT devices: Neuton TinyML® can be used to develop compact and accurate models that can be natively embedded into 8, 16, and 32-bit MCUs, making it a suitable platform for developing neural networks for IoT devices.
- Developers: Neuton TinyML® offers a free unlimited plan for developers, making it an accessible platform for those who want to explore and experiment with Tiny ML technology. Additionally, new accounts can receive up to $500 credits from GCP for the next 90 days, which can be used for at least 100 hours of training on the platform.
