Advanced infrastructure

With Edge Impulse, governments and utility providers can more intelligently manage electric and water grids and local infrastructure.

Add value to infrastructure with ML

Prevent grid downtime

Monitor electric grid and water networks using sensors to real-time detect faults or issues, so that costly downtime can be avoided.

Improve public safety

Provide intelligent insights real-time to improve traffic monitoring, reduce pollution levels and respond to natural disasters faster.

Build smarter cities

Use ML to make smarter meters, streetlights and traffic lights which can real-time adapt to changing environmental conditions.

Infrastructure use cases

Grid power monitoring

Predict powerline failures in advance to avoid costly downtime, potential damage to the grid, or dangerous faults that can cause fires.

Water utility leak detection

Utilize acoustic, pressure and other sensor data to catch water leaks early and prevent wastage over time.

Audio-based crime monitoring

Improve public safety by equipping city infrastructure with smart acoustic sensors which can perform gunshot and other noise detection.

Intelligent traffic control

Use image and sensor data to count cars, vehicles and cyclists more accurately in order to more efficiently manage traffic and city resources.

Smart street lights

Add new capabilities to street lights such as intelligent environmental monitoring, traffic monitoring capabiltiies, or even audio-based event detection for emergency services.

Automated road inspection

Implement computer vision algorithms to automate the inspection process for capturing defects such as potholes or cracks in roads.

Don’t see a use case that fits? Our team of experts can help you develop a custom solution. Contact us.

Accelerate solution development

Expert support

We are the leaders in embedded ML, with track records of working with top enterprises developing solutions across the wearables, industrial and consumer spaces.

Less engineering time

Speed up development timelines with the best-in-class embedded ML platform, designed to help you create production-grade software in less than six months.

Open source, royalty-free

All Edge Impulse developed algorithms are licensed under Apache 2.0, without royalties. This means that you completely own your algorithms, and no royalties exist when it comes to deploying them.

Flexible deployment

Models developed in Edge Impulse can be deployed to any edge device, whether that is a MCU, processor, GPU or even a mobile device.

Data agnostic

Our platform allows enterprises to manage their sensor, audio and vision data regardless of how it is formatted and where it exists today. From data transformation to DSP, we can help you visualize and wrangle your data to unlock its potential.

Develop new skillsets

Build in-house embedded ML skills over time with Edge Impulse, which can be accessed as a low-to-no code tool to a Jupyter notebook which can be used to make API calls to the platform.

Case studies

Smart Grid Monitoring

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

Safer Roads, Powered by Machine Learning

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

Talk with an expert