Neuton.AI is a revolutionary no-code Tiny AutoML platform that empowers users to create extremely tiny models without the need for coding. It is underpinned by a patented Neural Network Framework, offering a highly automated and transparent pipeline. With Neuton.AI, users can effortlessly build compact and accurate models and embed them into various microcontrollers and sensors.
The platform boasts several remarkable features. It can automatically build models that are exceptionally tiny without sacrificing accuracy. For instance, the average model size achieved is less than 5 KB. Even 8-bit microcontrollers can be AI-driven and run robust neural networks. Moreover, Neuton.AI's models are up to 10x smaller compared to other existing algorithms, and only 1 iteration is sufficient to build an accurate, fast, and incredibly tiny model.
Neuton.AI has a wide range of practical applications. For example, it enables the creation of smart ring solutions for remote control, hand washing tracking systems, touch-free interaction for smartwatches, on-device package tracking, human activity recognition, and more. These applications demonstrate the platform's versatility and effectiveness in various domains.
The Neuton Network Framework has several unique features, including selective connections, an automatic structure growth algorithm, and a selective approach to connected features. This helps to establish only necessary neuron connections while creating a model, preventing the structure from growing randomly.
In addition to its technical capabilities, Neuton.AI is part of a strong ecosystem. Industry experts like Mary Bennion from Arm and Massimo Banzi from Arduino recognize the value of Neuton.AI in enabling more developers to unlock new opportunities through machine learning at the edge.
The platform also offers a range of benchmarks and comparisons to demonstrate its superiority. For example, in the Well-Known Magic Wand Case, Neuton is 33 times faster. It also shows better performance in various other tasks compared to non-neural network algorithms.
Neuton.AI's silicon agnostic models can be deployed on microcontrollers and small computing devices with challenging limitations, such as a total on-device memory of less than 100 kB, an energy consumption on the ɥW scale, and a processor speed of less than 100 MHz.
Furthermore, Neuton.AI provides a free unlimited plan for self-service, along with an enterprise plan for those who need additional assistance and support. It also offers credits for infrastructure costs on the Google Cloud Platform.
Overall, Neuton.AI is a game-changer in the field of artificial intelligence, enabling the development of tiny, accurate models for a wide range of edge devices and applications.
