About Edge Impulse

Edge Impulse is a solution tailored for developers and researchers to design and implement machine learning models specifically for edge AI applications. It offers an extensive array of resources, including a web-based interface (Edge Impulse Studio), APIs, and Inferencing SDKs, to streamline data acquisition, model training, and deployment across diverse hardware platforms. The solution accommodates a broad spectrum of applications, such as computer vision, audio analysis, and anomaly detection, empowering users to create intelligent products with ease.

Edge Impulse key features

  • Integration Features: Swift integration with Python scripts and comprehensive API support for Python and Node.js.

  • Data Handling: Solutions for aggregating, visualizing, and preparing high-quality sensor datasets, including automated data workflows.

  • Performance Enhancement: Tools like EON™ Tuner and EON™ Compiler to boost on-device efficiency and minimize memory usage.

  • Anomaly Identification: Sophisticated algorithms for identifying irregular signals and filtering out anomalous data across multiple sensor types.

  • Object Recognition: Instantaneous object detection, tracking, and counting functionalities on microcontrollers using the FOMO algorithm.

Edge Impulse use cases

    • Sector

    • Smart devices

    • Image recognition

    • Proactive upkeep

    • Devices

Useful for

    • Empowers machine learning teams to execute AI seamlessly across diverse edge devices.

    • Enables rapid incorporation with current workflows and development tools, boosting efficiency.

    • Delivers resources for creating high-quality sensor datasets, encompassing computer vision.

    • Provides sophisticated feature engineering and model tuning for improved on-device efficiency.

    • Facilitates anomaly and object detection, strengthening application reliability in real-time environments.

Price

    • Subscription options feature a complimentary tier for fundamental access to functionalities.

    • Premium plans provide enhanced features and support, with pricing information obtainable upon inquiry.

    • Tailored pricing solutions are offered for large-scale enterprise implementations.

Resources