EDGE AI POD

EDGE AI FOUNDATION

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TECHNOLOGY
UPDATED WEEKLY

Discover the cutting-edge world of energy-efficient machine learning, edge AI, hardware accelerators, software algorithms, and real-world use cases with this podcast feed from all things in the world's largest EDGE AI community. These are shows like EDGE AI TALKS, EDGE AI BLUEPRINTS as well as EDGE AI FOUNDATION event talks on a range of research, product and business topics. Join us to stay informed and inspired!

5 DAYS AGO

Revolutionizing Nano-UAV Technology with Cutting-Edge On-Device Learning Strategies

Send us a textUnlock the secrets of edge computing and on-device learning with Elias Cereda, a trailblazing PhD student at the Dalle Molle Institute for Artificial Intelligence in Italy, as we explore the transformative potential of AI in nano-UAV technology. Discover how Elias is pioneering solutions to the challenges of domain shifts in AI models, particularly those trained in simulations and deployed in real-world scenarios. From enhancing privacy and security through on-device learning to...

22 min
OCT 13

Deploying TinyML Models at Scale: Insights on Monitoring and Automation with Alessandro Grande of Edge Impulse

Send us a textUnlock the secrets of deploying TinyML models in real-world scenarios with Alessandro Grande, Head of Product at Edge Impulse. Curious about how TinyML has evolved since its early days? Alessandro takes us through a journey from his initial demos at Arm to the sophisticated, scalable deployments we see today. Learn why continuous model monitoring is not just important but essential for the reliability and functionality of machine learning applications, especially in large-scale ...

21 min
OCT 6

Revolutionizing Smart Glasses with Ultra-Efficient AI Algorithms

Send us a textUnlock the secrets of ultra-efficient AI with Julian Musman from ETH Zurich, as we explore the cutting-edge world of smart glasses. Discover how Julian and his team have mastered the art of deploying powerful AI algorithms on the tiniest of devices, tackling the monumental challenge of performing object detection on microcontrollers. Tainissimo YOLO, a breakthrough network, is not just a marvel of engineering but a testament to the balance between computational power, network si...

31 min
SEP 24

Cloud to the Edge: Future of LLMs w/ Mahesh Yadav of Google

Send us a textCurious about how you can run a colossal 405 billion parameter model on a device with a mere 2 billion footprint? Join us with Mahesh Yadav from Google, as he shares his journey from developing small devices to working with massive language models. Mahesh reveals the groundbreaking possibilities of operating large models on minimal hardware, making internet-free, edge AI a reality even on devices as small as a smartwatch. This eye-opening discussion is packed with insights into ...

1 hr
AUG 8

Revolutionizing Space Technology with Edge AI and Satellite Autonomy

Send us a textImagine a world where satellites can make real-time decisions without waiting for ground-based commands. Learn how edge AI is revolutionizing space technology with David Maloney from Ubotica, who brings unparalleled expertise from his time at Movidius and Intel. Uncover the transformative power of performing AI inference directly on satellites, and why traditional ground-based systems are no longer sufficient. We explore advanced imaging techniques like hyperspectral imaging, wh...

1h 2m
JUL 18

Is it time to take control of your Edge AI Project? A conversation with SensiML

Send us a textReady to unlock the secrets behind real-time sensing algorithms for embedded devices? In this episode, you’ll gain valuable insights into transforming raw sensor data into actionable intelligence. We begin by breaking down the complexities of signal preprocessing, event triggering mechanisms, and feature extraction. Learn how event detection can drastically reduce false positives and computational overhead, setting the stage for robust and efficient real-time systems.Next, we de...

56 min
JUN 7

Optimization Techniques for Powerful yet Tiny Machine Learning Models

Send us a textCan machine learning models be both powerful and tiny? Join us in this episode of TinyML Talks, where we uncover groundbreaking techniques for making machine learning more efficient through high-level synthesis. We sit down with Russell Clayne, Technical Director at Siemens EDA, who guides us through the intricate process of pruning convolutional and deep neural networks. Discover how post-training quantization and quantization-aware training can trim down models without sacrifi...

1 hr
MAY 31

Revolutionizing Embedded Computer Vision with Cutting-Edge AI Processors

Send us a textUnlock the secrets to high-efficiency embedded computer vision with industry experts Sandeep Mistry from Arm and Alex Chang from Himax Technology. We promise insights into the TinyML community and the collaborative efforts that are setting new benchmarks in the field. Alex Chang shares an in-depth look at Himax Technology’s cutting-edge AI processors and always-on sensors designed for low-power, battery-operated devices. Learn how Himax’s dual-mode CMOS sensors are revolutionizi...

44 min
MAY 16

Pioneering Personalized Medicine with Advanced AI Algorithms

Send us a textUnlock the transformative potential of AI in healthcare with Jim Wang and Steve Yu from the University of Sydney and listen to their revelatory insights on TinyML Network models in medical devices. Our latest episode is a treasure trove of innovation, where machine learning meets wearable technology to redefine patient care. From the pressing need for low latency in critical health monitoring to the intricacies of biosensor evolution and data privacy, this conversation maps out ...

1h 6m

9 Episodes

Creator

EDGE AI FOUNDATION
Years Active

2K
Episodes

9
Rating

Clean
Show Website

EDGE AI POD

Technology

Updated Weekly

EDGE AI POD

Episodes

Revolutionizing Nano-UAV Technology with Cutting-Edge On-Device Learning Strategies

Deploying TinyML Models at Scale: Insights on Monitoring and Automation with Alessandro Grande of Edge Impulse

Revolutionizing Smart Glasses with Ultra-Efficient AI Algorithms

Cloud to the Edge: Future of LLMs w/ Mahesh Yadav of Google

Revolutionizing Space Technology with Edge AI and Satellite Autonomy

Is it time to take control of your Edge AI Project? A conversation with SensiML

Optimization Techniques for Powerful yet Tiny Machine Learning Models

Revolutionizing Embedded Computer Vision with Cutting-Edge AI Processors

Pioneering Personalized Medicine with Advanced AI Algorithms

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