Edge Impulse Studio comes to our rescue, helping the Electronics, Computing, and Control and Automation students to abstract frameworks, such as TensorFlow, to gather data and deploy trained models into embedded devices. Edge Impulse supported our students in all steps of their edge machine learning projects.

Prof. Marcelo José Rovai

Universidade Federal de Itajubá

The future of machine learning is tiny and bright. Edge impulse makes it easy to onboard learners and helps them get started with embedded ML

Prof. Vijay Janapa Reddi

Harvard University

Edge Impulse makes it incredibly easy to get started with machine learning and AI. I especially appreciate their commitment to engaging folks in industry, entrepreneurs, hobbyists, students, educators, researchers, and the like. Making their system accessible for the masses is what really impresses me the most about them.

Orlando S. Hoilett, Ph.D.

Purdue University

Industry Applications

Meet the growing industry
demand for edge ML

Machine learning on resource-constrained devices is creating a new field of study while gaining impressive relevance in the industry. New technologies are being developed to solve problems in a variety of areas.

Infrastructure

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

Asset tracking & monitoring

With Edge Impulse, intelligent asset tracking is unlocking new insights in supply chain, logistics, agriculture and other industries where sensor, audio and vision data can be used to provide more contextual awareness to assets.

Agriculture

With Edge ML, agriculture solutions developers can help farmers automate and maximize output, leading to operational automation and machine-led decision making.

Embedded machine learning courseware

To help you teach machine learning on embedded systems, we provide a collection of slides, reading material, videos, and project prompts organized into modules. You are welcome to download, modify, and integrate this material into your curriculum!

See Courseware

Advanced enterprise features with university discount

If you need advanced features and longer training times for complex projects or research teams, we offer a discount to the enterprise edition for universities. See here to learn more about the enterprise features.

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Teach edge machine learning using Edge Impulse

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Industry Applications