As an agent distributor of Microchip electronic components, today Anthony will introduce to you that Microchip has recently released a new MPLAB® machine learning development toolkit. The launch of this software toolkit marks that machine learning has become an important tool for embedded designers to develop or improve. Standard requirements for various products.
MPLAB Machine Learning Development Kit provides a complete integrated workflow to simplify the development of machine learning models. This toolkit is available across Microchip’s entire portfolio of microcontrollers (MCUs) and microprocessors (MPUs), helping developers implement machine learning inference quickly and efficiently.
"Machine learning is becoming the norm in embedded controllers," said Rodger Richey, vice president of Microchip's Development Systems business unit. "By leveraging machine learning at the edge, we can make products more efficient, safer, and safer than systems that rely on cloud communications for processing." Lower power consumption. Microchip’s unique integrated solution is designed for embedded engineers and is the first to support not only 32-bit MCUs and MPUs, but also 8-bit and 16-bit devices, enabling efficient product development.”
Machine learning works by using a set of algorithms to analyze and generate patterns from large data sets to support decision-making, and is generally faster, easier to update, and more accurate than human processing.
Microchip customers can leverage this new set of tools to enable predictive maintenance solutions to accurately predict potential problems with equipment used in a variety of industrial, manufacturing, consumer and automotive applications.
MPLAB Machine Learning Development Kit helps engineers build efficient, small-sized machine learning models. Powered by AutoML, the toolkit eliminates many repetitive, tedious and time-consuming model building tasks, including extraction, training, validation and testing. It also provides model optimization capabilities to meet the memory constraints of MCUs and MPUs.
When used in conjunction with the MPLAB It also has advanced features that meet the needs of experienced machine learning designers.
Microchip also offers the option to extract models from TensorFlow Lite and use them in any MPLAB Harmony v3 project. MPLAB Harmony v3 is a fully integrated embedded software development framework that provides flexible, interoperable software modules to simplify the development of value-added functions and shorten product time to market. Additionally, the VectorBlox™ Accelerator Software Development Kit (SDK) provides the most energy-efficient artificial intelligence/machine learning (AI/ML) inference capabilities based on convolutional neural networks (CNN) using PolarFire® FPGAs.
The MPLAB Machine Learning Development Kit provides the necessary tools to design and optimize edge products that run machine learning inference.
About Microchip Technology：
Microchip Technology Inc. is a leading provider of microcontroller and analog semiconductors, providing low-risk product development, lower total system cost and faster time to market for thousands of diverse customer applications worldwide. Headquartered in Chandler, Arizona, Microchip offers outstanding technical support along with dependable delivery and quality.
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