Build. Train. Optimize. AI for the edge.
Build datasets, train models, and optimize libraries to run on any edge hardware, from ultra-low-power MCUs to efficient Linux CPU targets and GPUs. Edge Impulse empowers ML teams to run high-performance AI on any edge device with unmatched ease and speed.
Who is Edge Impulse?
Edge Impulse is Nordic's official partner for embedded ML development. They provide the leading development platform for machine learning on edge devices, free for developers and trusted by enterprises. Accelerate your product development and minimize risk with a platform built to handle the challenges of working with real-world sensor data.
Any data, any device
Edge Impulse developers can acquire data from multiple sources, including their own sensor hardware, public datasets, and data generated through simulation or synthetic data generation.
● Unlock the value of sensor data
● Advance algorithm development
● Optimize edge AI models
● Target agnostic edge deployment
Easy integration with existing ML workflows
Collaborate across your data, ML, and embedded teams to build optimized production-ready models faster.
Achieve measurable results
Future-proof your products and win by adding edge intelligence to your products, from low-power wearables to industrial gateways.
Build with the world's top hardware, sensors, and cloud platforms
Benefit from built-in integrations with our leading partner ecosystem including MCUs to MPUs and GPUs, sensors, cloud services, data science tools, and digital twin platforms.
Get started with Edge AI
- Development Hardware
2. Development Tools
nRF Edge Impulse mobile app
The nRF Edge Impulse app was developed in collaboration with Edge Impulse to train and deploy embedded machine learning models on the Nordic Thingy:53 using Edge Impulse Studio. Each Nordic Thingy:53 comes pre-installed with firmware compatible with the nRF Edge Impulse mobile app. The app allows you to upload raw sensor data via your mobile device to the cloud-based Edge Impulse Studio and deploy fully trained ML models to the Nordic Thingy:53 via Bluetooth® Low Energy (LE).
The app allows you to choose between existing projects in the Edge Impulse studio data or to create a new project and collect sensor data from the following set of sensors on the Nordic Thingy:53:
- Accelerometer
- Microphone
- Magnetometer
- Light
- Temperature, pressure, humidity, and air quality
- Inertial (accelerometer and magnetometer)
- Light and environment
- Light and inertial
- Environment and inertial
3. ML Studio
ML Studio is Nordic's own platform for creating embedded ML models to run on Nordic hardware. ML Studio has been developed in close collaboration with and is supported by Edge Impulse.
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