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Edge AI in Action
Real-world demos that show you actual models running on-device, for any vertical and use case.
A keyword spotting model triggers an exploding Mission Impossible prop.
Detecting anomalies in industrial motors with Edge Impulse and the Nordic Thingy:53.
Anomaly and object detection running in parallel on the STM32N6 MCU with its new NPU.
Running object detection with vision language models on Qualcomm Dragonwing.
An autonomous inspection robot running edge AI, built on ROS 2.
Hugging Face's Reachy Mini robot gains new AI capabilities with Edge Impulse and Arduino.
How Edge Impulse and Qualcomm enable AI model training fully on-premise.
A look at building a fully automated industrial factory line powered by edge AI.
When you explore these demos, you’ll learn how to:
- Collect and label data, fast
- Train and optimize models using GPU-accelerated pipelines
- Use tools like AI-assisted labeling and synthetic data generation
- Profile performance (latency, RAM) for your exact hardware
- Build for production from day one, not just prototypes
Validate Your AI Use Case Before Committing Resources
Are you an enterprise exploring machine learning (ML) and the massive business value it can unlock? With the Edge Impulse expert-led trial, you’ll have the chance to validate your use case before committing investments and resources.
With the expert-led trial you’ll get:
- A 10–20 hour proof-of-concept led by an experienced edge AI solutions engineer
- Assessment of your data compatibility — identify data sources, build and validate datasets
- Model optimization
- Identification of anomalies or patterns
- A clear understanding of what’s possible and how to make it happen
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Join 340,000+ developers building smarter devices with Edge Impulse
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