Enterprise Grade Safety Systems for Large Scale Factories Using Computer Vision and Machine Learning
Automated smart factories are using artificial intelligence (AI) and machine learning (ML) to analyze data, run systems, and improve processes over time. In manufacturing, computer vision on the edge is an increasingly popular IoT application used in safety and quality assurance applications.
In this workshop you'll use AI and ML to:
Participants of the workshop will be using NVIDIA's Jetson Nano, with our instructors using the Advantech AIR-020, an AI Inference System Based on NVIDIA Jetson Nano to showcase real-world factory 5.0 capabilities including:
After the workshop:
Every workshop attendee has the chance to get special offers from Advantech to try AIR-020 including:
Louis started his career developing a low-power and GPS-based IoT solution to protect rhinos in an African conservancy. He is now working at Edge Impulse as a User Success Engineer. He has a strong interest in IoT, DIY, hybrid mobile development, cloud web apps, entrepreneurship and startups.
Charlie started his career with Advantech as an application engineer and shift focus to product management with 20+ year managing computer hardware solutions. His latest focus is on IoT edge and AI infused edge systems for IoT implementation, aiming to help enhance intelligence of system and networks in various vertical applications.
Please make sure you have installed all the requirements on your Jetson Nano board before joining the workshop:
Optional: You can also install the standalone Edge Impulse CLI to ease the upload of your dataset to Edge Impulse Studio.
If you have any questions regarding the setup, please ask them on Edge Impulse forum dedicated thread.
Edge Impulse is the leading development platform for embedded machine learning, used by over 1,000 enterprises across 10,000 ML projects worldwide. We are on a mission to enable the ultimate development experience for machine learning on embedded devices for sensors, audio, and computer vision, at scale. From getting started in under five minutes to MLOps in production, we enable highly optimized ML deployable to a wide range of hardware from MCUs to CPUs.
Founded in 1983, Advantech is a leader in providing trusted, innovative products, services, and solutions. Advantech offers comprehensive system integration, hardware, software, customer-centric design services, embedded systems, automation products, and global logistics support. We cooperate closely with our partners to help provide complete solutions for a wide array of applications across a diverse range of industries. Our mission is to enable an intelligent planet with Automation and Embedded Computing products and solutions that empower the development of smarter working and living. With Advantech, there is no limit to the applications and innovations our products make possible.
Since 2003, SparkFun has been helping turn ideas into reality – whether you're creating a smart weather station, exploring the frontier of machine learning, or prototyping your first (or tenth) product. No matter your vision, our open source tools, documentation, and online tutorials make emerging technology easy to use, and the road to a finished project shorter.