Edge Impulse
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Quickly move your edge AI model from data collection to production with ease.

Edge Impulse, a Qualcomm company, streamlines the process of building, deploying, and scaling embedded AI solutions for the edge. The all-in-one software-as-a-service (SaaS) development platform blends intuitive interfaces, powerful features, and a Python SDK, for beginners and experts alike. 
 
Perform data collection, signal processing, labeling, model training, optimization, and deployment using a single unified workflow. Take advantage of native support for Qualcomm Dragonwing™ processors to perform on-device decision making and insight generation, right at the edge.

About Edge Impulse

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About Edge Impulse

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Software Diagram

Benefits

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Quickly develop and deploy edge AI
A production-ready solution with a single development workflow eliminates the need for a pipeline of external systems.
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Advanced AI on embedded devices
Run optimized state-of-the-art models like FOMO (Faster Objects, More Objects) to satisfy strict compute and power efficiency requirements.
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Rapidly improve model accuracy
Iterate quickly and improve model accuracy with built-in tools for signal processing, data labeling, model training, and evaluation, along with integrated visualizations.
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One stack, multiple platforms
Prototype on a range of platforms and smaller devices, then scale to more powerful Qualcomm Dragonwing processors using the same stack.

Featured hardware

Edge Impulse works across the spectrum of Qualcomm Dragonwing Processors and developer kits, for rapid prototyping to scalable industrial projects.

INDUSTRIAL-GRADE KIT

RB3 Gen 2 Development Kit

Ideal for: Computer vision, Dash Cam, Industrial hand held, advanced robotics and drones

 

  • Affordable Dev kit runs Qualcomm Linux out of the Box

  • Comes with pre-integrated camera sensors and industrial sensors

Embedded AI workflow

Dragonwing RB3 Gen 2 development kits are supported by platforms and SDKs such as Edge Impulse, Qualcomm AI Hub, and Foundries.io, for a streamlined AI model workflow, and Qualcomm Intelligent Multimedia (IM) SDK for a simplified integration of video and audio streams. The AI workflow includes AI model selection, raw data acquisition, model training/refining and benchmarking, and deployment onto multiple edge devices in production.

Use Cases

Industrial IoT: Smart sensors and robotics icon
Industrial IoT: Smart sensors and robotics
Smart appliances, home, and wearables icon
Smart appliances, home, and wearables
Manufacturing: Predictive maintenance and monitoring icon
Manufacturing: Predictive maintenance and monitoring
Visual anomaly and object detection icon
Visual anomaly and object detection

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