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Edge Impulse
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Edge Impulse

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Productivity
Research
Tried by: 23

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Integration support

API

Ideal for

Individual users

Price

Free

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About Edge Impulse

Edge Impulse is a platform designed for developers and researchers to create and deploy machine learning models specifically for edge AI applications. It provides a comprehensive suite of tools, including a web-based platform (Edge Impulse Studio), APIs, and Inferencing SDKs, to facilitate data collection, model training, and deployment across various hardware devices. The platform supports a wide range of use cases, such as computer vision, audio classification, and anomaly detection, enabling users to build intelligent products efficiently.

Edge Impulse key features

  • Integration Capabilities: Quick integration with Python scripts and extensive API bindings for Python and Node.js.
  • Data Management: Tools for collecting, visualizing, and preparing high-quality sensor datasets, including automated data pipelines.
  • Performance Optimization: Features like EON™ Tuner and EON™ Compiler to enhance on-device performance and reduce memory footprint.
  • Anomaly Detection: Advanced algorithms for detecting unusual signals and filtering anomalous inputs across various sensor modalities.
  • Object Detection: Real-time object detection, tracking, and counting capabilities on microcontrollers using the FOMO algorithm.

Edge Impulse use cases

  • Industry
  • Wearables
  • Computer vision
  • Predictive maintenance
  • Appliances

Useful for

  • Enables machine learning teams to run AI efficiently on various edge hardware.
  • Facilitates quick integration with existing workflows and development tools, enhancing productivity.
  • Provides tools for building high-quality sensor datasets, including computer vision.
  • Offers advanced feature engineering and model optimization for better on-device performance.
  • Supports anomaly detection and object detection, enhancing the robustness of applications in real-time scenarios.

Price

  • Pricing plans include a free tier for basic access to features.
  • Paid plans offer additional capabilities and support, with pricing details available upon request.
  • Custom pricing options are available for enterprise-level solutions.

Company

Located
c/o Qualcomm Incorporated 3195 Kifer Rd. Santa Clara, CA 95051
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