Run Time: 12 Minutes
In this IoT Central MicroSession with Edge Impulse, learn how to integrate object detection models with the Linux Python SDK to build fully-customizable applications. In this example, you will see how an object detection model…
Run Time: 18 Minutes
In this IoT Central MicroSession with Edge Impulse, learn the process of performing data augmentation on an image dataset, which includes flipping, translating, zooming, rotating, and adding noise. This process generates…
In this IoT Central webinar, learn about the new and powerful Arduino Portenta X8. See a demonstration on how this industrial-grade SOM with Linux OS (preloaded) is capable of running device-independent software by leveraging its modular container…
Run Time: 16 Minutes
In this IoT Central MicroSession with Edge Impulse, quickly learn how to build continuous audio classification applications using Edge Impulse. First see a walkthrough of the theoretical understanding of the continuous…
"Vince - One early consideration is if you enmjoy the consumer, industrial or other areas of IoT. Is it products that excite you or is it manufacturing or other commercial applications. "
Run Time: 29 Minutes
In this IoT Central MicroSession with Edge Impulse, see how to use the Edge Impulse C++ SDK library to perform inference on any platform. You will learn how to build a C++ application that includes the necessary library…
Run Time: 19 Minutes
In this IoT Central MicroSession with Edge Impulse, learn how to create a real-time object detection system (FOMO) using low-power microcontrollers. You will learn how to collect a high quality object detection dataset to train…
Machine learning is an incredibly powerful technology. The explosion and continued acceleration of machine learning products and ideas puts technology professionals in a position to figure out how machine learning is going to impact their business…
Run Time: 15 Minutes
In this IoT Central MicroSession with Edge Impulse, quickly learn how to build an object detection model using Transfer Learning. You will also learn how to run the live inference using Edge Impulse Linux CLI or MacOS-based…
Run Time: 22 Minutes
In this IoT Central MicroSession, learn about use cases for sensor fusion and how it can be accomplished using neural networks. You will walk through how a machine learning model performing sensor fusion can be trained in Edge…
Run Time: 23 Minutes
In this IoT Central MicroSession, learn how to create a non-human voice audio classification system to identify when a faucet is leaking. This demo can also be adapted for industrial use cases, such as identifying machine…
Run Time: 27 Minutes
In this IoT Central MicroSession, learn how to create a keyword spotting system to recognize spoken words. Follow along or use an Arduino board (details below) and classify words using Edge Impulse.
Instructor: Shawn Hymel,…
Run Time: 15 Minutes
In this IoT Central On-Demand MicroSession, learn how to classify three-axis motion signatures with machine learning using Edge Impulse. You will navigate through the full MLOps pipeline from the data collection to the live…
The construction industry is among the many under pressure for optimisation and sustainable growth, driven by the development of smart urban cities. Construction will account for about USD 12.9 trillion global output by 2022 and is predicted to grow…