tinyML Foundation

The community for ultra-low power machine learning at the edge.

Join us for the tinyML Research Symposiun and Summit April 22-24, 2024 in Burlingame, CA.

About us


Tiny machine learning is broadly defined as a fast growing field of machine learning technologies and applications including hardware, algorithms and software capable of performing on-device sensor data analytics at extremely low power, typically in the mW range and below, and hence enabling a variety of always-on use-cases and targeting battery operated devices.

Upcoming Events6



February 15, 2024

tinyAI Forum on GenAI & FMs on the Edge Call for Presentations

The tinyML Predictive Maintenance and Anomaly Detection TPC is excited to invite contributions from tinyML experts hailing from industry, academia, start-ups, and government laboratories for the tinyML Predictive Maintenance and Anomaly Detection Forum 2023, scheduled to be held virtual on December 5, 2023.

January 02, 2024

tinyML Summit 2024 Awards

The tinyML Summit organizers are pleased to continue their Best Product of the Year and Best Prototype of the Year nominations. However, for 2024, we have a new Award the tinyML Sustainable Future Pioneer Award

December 09, 2023

EMEA 2024 Call for Presentations and Posters

The tinyML EMEA Innovation Forum is accelerating the adoption of tiny machine learning across the region by connecting the efforts of the private sector with those of academia in pushing the boundaries of machine learning and artificial intelligence on ultra-low powered devices.

November 08, 2023

tinyML Summit 2024 Sponsorship Opportunities

tinyML Summit 2024 will continue the tradition of high-quality state-of-the-art presentations. Find out more about sponsoring and supporting tinyML Foundation.

February 21, 2023

tinyML Deployment Working Group – White Paper

The tinyML Foundation Deployment Working Group is pleased to publish our first white paper exploring the challenges and solutions for deploying ultra-low power machine learning (ML) at the end of the cloud!

Industry News

    August 14, 2023

    Revolutionizing Traffic Safety: The Global tinyML Traffic Hackathon

    In a bid to address the rising concern of traffic-related fatalities and injuries, the Global tinyML Traffic Hackathon is set to take place in partnership with the City of San José’s Vision Zero program. With pedestrian fatalities constituting a significant portion of traffic-related deaths, the hackathon aims to leverage the power of energy efficient Machine Learning (tinyML) to detect pedestrians and create innovative solutions for enhancing traffic safety.[1]  This article delves into the key details of the hackathon, the technology engineer’s will be utilizing  and its potential impact on traffic safety.

    August 14, 2023

    Third Annual tinyML EMEA Innovation Forum: Exploring tinyML Advancements and Future Directions

    The 3rd Annual tinyML EMEA Innovation Forum, which took place in Amsterdam from June 26-28, recently wrapped up.  One of the objectives of the event was to unite the tinyML EMEA Community to empower and accelerate Innovation and Partnerships. The event drew a diverse range of participants, speakers, and sponsors, all converging to engage in insightful discussions and share ideas about the most recent developments and promising future of energy-efficient machine learning at the edge – tinyML.

    August 14, 2023

    Third Annual tinyML EMEA Innovation Forum: Looking deeply at real-world ML applications

    From sleep monitoring wearables to face detection models, tinyML is making a big impact on the way we can gather and apply data. As tinyML technologies and ecosystems are gaining more momentum and maturity, more and more applications are being developed and deployed in different verticals.