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Our platform and pre-built ML models make developing, deploying, and managing edge AI applications faster and more accessible. Work with your team to train models using your sensor data, and deploy them to any edge device.
Close to 100,000 engineers
already adopted Edge Impulse.
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Analize the impact of your decisions through real-time on-device performance profiling throughout the platform.
Utilize AutoML capabilities to optimize machine learning models for accuracy and on-device performance, even with limited data.
Leverage the EON Compiler to convert any model to an optimized C++ library able to leverage any hardware acceleration capabilities.
Use the EON Tuner to build the perfect ML pipeline finding the right balance between DSP configuration and model architecture, all budgeted against memory and latency constraints.
Bring your own DSP algorithms or use the pre-built algorithms to extract features from raw data and optimize the on-device inference performance, while analizing the impact of your decisions through real-time on-device performance estimates and the ability to analize with features are more important.
Edge Impulse Hardware Ecosystem
Benefit from access and integrations to the leading hardware partner ecosystem from MCUs to MPUs to GPUs and accelerators to generate portable embedded libraries optimized for your edge hardware target.
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Edge Optimized Neural (EON™) Compiler
Lighter and faster neural network with equal accuracy. The EON™ Compiler lets you run neural networks up to 70% less RAM*, and up to 40% less flash*, compared to TensorFlow Lite for Microcontrollers.
Embedded engineers around the world are using Edge Impulse to elevate their products at scale.
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"The Edge Impulse tools are highly effective and have been a competitive advantage for Know Labs. It is rare to find a leading technology platform team that cares this much about making a positive impact in the world, all while maintaining a highly collaborative, positive, and customer success-focused culture."
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"We’re aggregating sensor data to produce more useful results. With the Edge Impulse platform, we were able to find patterns in our data quickly, and develop a specialized algorithm tailored to our needs. As a startup we're always looking for quicker ways to free up time and tackle other problems that walk through the door."
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"The sleep data we collect is... messy and hard to scrub. Edge Impulse makes it easy to bring data in, combine it, and refine it, so we can get as much value out of it as possible."
"We’re aggregating sensor data to produce more useful results. With the Edge Impulse platform, we were able to find patterns in our data quickly, and develop a specialized algorithm tailored to our needs. As a startup we're always looking for quicker ways to free up time and tackle other problems that walk through the door."
"The Edge Impulse tools are highly effective and have been a competitive advantage for Know Labs. It is rare to find a leading technology platform team that cares this much about making a positive impact in the world, all while maintaining a highly collaborative, positive, and customer success-focused culture."
Learn from the best embedded engineers in the industry, so you can build the future of edge AI products.
Let's start today!
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