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What will you build?

You’ve got the ideas. We’ve got the tools to help you bring it to life faster, smarter, and with fewer roadblocks. Whether you’re experimenting with smart sensors, building a predictive maintenance system, working with VLMs or deploying real-time object detection, Edge Impulse makes it easy to go from raw data or no data to a working, optimized model on almost any edge device. No guesswork. Just results.

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Edge Impulse demo interface showcasing object detection in an industrial setting—developers can easily navigate datasets, acquire data, and label images to power real‑world AI applications.

Featured Demos

How to Build Your Own Automated Industrial Factory
On-Premise AI Training from Edge Impulse and Qualcomm
Hugging Face’s Reachy Mini Gets a New Brain Via Edge Impulse and Arduino
Autonomous Edge AI Inspection Robot with ROS 2
Object Detection Using VLMs - Edge Impulse and Qualcomm Dragonwing
Anomaly and Object Detection with the STM32 N6 [MCU-based Chip and New NPU]
Detecting Anomalies in Industrial Motors Using Edge Impulse and Nordic Thingy:53
Keyword Spotting:
Exploding Mission Impossible Prop

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
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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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