Neuton.AI: Revolutionizing Edge Device Intelligence
Neuton.AI is a game-changer in the world of artificial intelligence. It offers a no-code Tiny AutoML platform that empowers users to automatically build extremely compact and accurate models without the need for additional compression. These models can be seamlessly embedded into various microcontrollers and sensors, bringing intelligence to edge devices.
The core features of Neuton.AI are truly remarkable. It builds neural networks without compromising between accuracy and size, using a unique patented machine learning algorithm. The models are often less than 1 Kb without loss of accuracy and without the use of compression techniques. This allows even 8-bit microcontrollers to be AI-driven and run robust neural networks.
In terms of basic usage, Neuton.AI provides a highly automated and transparent pipeline. Users don't need to perform a lot of actions, as the platform helps to automatically build the models. It also offers a free unlimited plan for developers, making it accessible to a wide range of users.
Neuton.AI has several real-world applications. For example, it can be used in a smart ring as a remote control, with high accuracy and low inference time. It can also be applied in hand washing tracking, touch-free interaction for smartwatches, on-device package tracking, human activity recognition, and more. These applications demonstrate the practicality and effectiveness of Neuton.AI in various domains.
The Neuton.AI platform is also optimized for enhanced battery efficiency, minimizing power consumption. It seamlessly integrates into ultra-low power smart sensors, making it an ideal choice for edge device applications.
In addition, Neuton.AI offers unique features such as selective connections, an automatic structure growth algorithm, and a selective approach to connected features. These features help to establish only necessary neuron connections while creating a model, preventing the structure from growing randomly.
When it comes to benchmarks, Neuton.AI shows significant advantages over other existing algorithms. It is faster, more accurate, and requires less memory. Comparisons with non-neural network algorithms also highlight the ability of Neuton.AI to achieve compact sizes while maintaining fast inference, opening up opportunities for more complex tasks.
Overall, Neuton.AI is a powerful tool that is transforming the way we bring intelligence to edge devices, enabling a wide range of applications and possibilities.
