Embedded ML solutions,
with Edge Impulse

Edge Impulse puts the power of ML into real products, across every industry.

Education and Research

Asset tracking & monitoring

Industrial Asset Tracking with NVIDIA Omniverse and TAO

In this case study, we will look at pallet counting, a key part of global shipping and logistics systems.

Education and Research

Health

Hyfe: Translating Coughs to Actionable Insights

Using a massive, global dataset of cough audio, the Hyfe AI team has employed Edge Impulse to help turn our coughs from annoyances into valuable health indicators.

Education and Research

Predictive maintenance

Predictive Maintenance with Sony Spresense and CommonSense

A how-to guide on using Edge Impulse to detect vibration and air-quality anomalies in industrial environments

Education and Research

Industry

Adding AI to Optra Edge

When Lexmark needed to incorporate machine learning into their new industrial gateways, Edge Impulse was the immediate solution.

Education and Research

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Academia

Edge Impulse partnered with Harvard SEAS to coauthor a paper detailing how Edge Impulse provides solutions to many of the challenges faced by the edge and embedded machine learning communities, including research and classroom activities.

Education and Research

Asset tracking & monitoring

Smart Cold Chain

Gain real-time insights in the product lifecycle to ensure the product has not been damaged or compromised during shipment.

Education and Research

Agriculture

ML-Powered Agricultural Robotics

Record crop trials and provide precise irrigation levels to quantify the best crop-growing conditions with Edge Impulse.

Education and Research

Infrastructure

Predictive maintenance

Safer Roads, Powered by Machine Learning

Automatic wheel lug nut detection using machine learning at the edge.

Education and Research

Industry

AI-Automated Hard-Hat Detection

Enhancing health and safety in industrial environments with embedded machine learning.

Education and Research

Appliances

Buildings

Industry

IoT Gets an ML Boost, From Edge to Cloud

Today, it’s easy to run Edge Impulse machine learning on any OS like the Linux-powered Raspberry Pi and on every cloud, including Microsoft’s Azure IoT.

Education and Research

Health

Early Blindness & Diabetic Retinopathy Detection

A portable medical device that can accurately detect different stages of diabetic retinopathy, without the need for an internet connection, ample energy or computational power.

Education and Research

Environment

Infrastructure

Predictive maintenance

Remote Grid Monitoring

Meet RAM-1, the world’s smartest powerline monitoring system.

Education and Research

Agriculture

AI-Managed Crops Irrigation

Maximize crops yield and minimize soil degradation and water waste using the Arduino Edge Control and Edge Impulse.

Education and Research

Health

Wearables

Human interfaces

SlateSafety: Predicting Heat Exhaustion

A solution to keep first responders safe when they're most at risk, leveraging on-device real-time analytics.

Education and Research

Health

OURA: Health Monitoring

Sleep analysis, perfected.. Sourcing and processing health vitals for high-quality ML training.

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