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ai, community, computer-vision, Google AI, LiteRT, Machine Learning, On-device AI, Person Detection, Research, TensorFlow Lite

Introducing Wake Vision: A High-Quality, Large-Scale Dataset for TinyML Computer Vision Applications

Posted by Colby Banbury, Emil Njor, Andrea Mattia Garavagno, Vijay Janapa Reddi – Harvard University

TinyML is an exciting frontier in machine learning, enabling models to run on extremely low-power devices such as microcontrollers and edge dev…

ai, community, data-engineering, Deployment, Machine Learning, Model Development, Monitoring & Maintenance, Optimization, SocratiQ, Systems Engineering

MLSysBook.AI: Principles and Practices of Machine Learning Systems Engineering

Posted by Jason Jabbour, Kai Kleinbard and Vijay Janapa Reddi (Harvard University)

Everyone wants to do the modeling work, but no one wants to do the engineering.

If ML developers are like astronauts exploring new frontiers, ML systems enginee…

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