Edge Impulse

Edge Impulse is a comprehensive platform designed for the efficient development and deployment of machine learning models targeting edge AI applications. It offers a web-based platform (Edge Impulse Studio), APIs, and Inferencing SDKs to support a multitude of use cases, including computer vision, audio classification, and anomaly detection. The platform is equipped with tools for data collection, model training, and deployment across various hardware, making it ideal for building intelligent, robust products. Key features include integration with Python and Node.js, data management, performance optimization via tools such as EON™ Tuner, and advanced functionalities like real-time object detection on microcontrollers using the FOMO algorithm.