Introduction to edge computing with the PI-SG560D SBC and Edge Impulse platform
23.10.2025
10:00 - 11:00 EDT (New York)
15:00 - 16:00 BST (London)
23:00 - 00:00 JST (Tokyo)
Our PI-SG560D smart MOB development board is a single board computer (SBC) ideal for edge computing applications. We have engineered the PI-SG560D SBC to meet the rigorous demands of industrial automation, smart retail, robotics, and consumer electronics. Its dimensions are optimal for embedded applications and its lifecycle extends to 2036. The board's combination of powerful computing, rich connectivity, and scalable design positions it as a future-proof solution for developers seeking to build innovative, high-performance systems in an ever-evolving technological landscape.
How the features of our PI-SG560D SBC make it ideal for edge computing
The PI-SG560D uses the Qualcomm SDM™ QCS6490 platform to deliver exceptional performance and versatility. At its core lies a high-performance octa-core 64-bit processor. A 2.7GHz Gold Plus core, two 2.4GHz Gold cores, and four 1.9GHz Silver cores strike an optimal balance between speed and energy efficiency. This robust CPU, paired with a 812MHz Qualcomm Adreno™ 642L/643 GPU, provides up to 12.15 TOPS of computing power. This makes it ideal for intensive tasks such as edge computing inference, multimedia processing, and edge computing.
The PI-SG560D SBC is designed for scalability. It features 8GB of LPDDR4X memory for rapid data access and 128GB UFS storage. It also supports external eMMC and SSD modules to accommodate diverse storage needs. PI-SG560D's power management system, integrated via a USB TYPE-C interface, ensures stable operation while enabling compact form factors. It also supports dual-band Wi-Fi 5 (2.4+5GHz, 802.11a/b/g/n/ac), Bluetooth 5.0, and a gigabit Ethernet port. This allows for seamless integration into both wired and wireless networks.
Multimedia capabilities are a key highlight. PI-SG560D supports dual displays through DP over USB Type-C (DisplayPort 1.4, up to 4K @60fps) and HDMI 2.0. This enables vibrant visuals in applications like smart signage and industrial HMI systems. The SBC also includes two 4-lane MIPI CSI camera interfaces. This allows for high-res imaging, alongside a 3.5mm audio output and HDMI audio support for comprehensive audio-visual solutions. A wealth of peripheral interfaces also enhances adaptability. Running on Linux/Ubuntu, it offers a flexible software ecosystem for developers, supporting advanced programming languages and tools for rapid prototyping and deployment.
Learn to develop edge computing applications with PI-SG560D via the Edge Impulse platform
Edge Impulse, a leading edge development platform, brings intelligence to edge devices. Edge Impulse’s platform empowers machine learning teams to run edge computing at peak performance on any edge hardware with unmatched ease and speed. The platform enables developers to accelerate the building, delivering, and optimizing of embedded solutions using real-world data. Join this Masterclass to learn more about the unique combination of features that places our PI-SG560D SBC at the forefront of edge computing development - and how to make the most of its potential with the Edge Impulse platform.
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Speakers
Zeljko Maric
After completing his master’s degree in electronics, Zeljko worked as a Java developer at Siemens. Then he headed the EMEA FAE team at Thales for 10 years, before joining Quectel where he is now Product Development Manager.
Job title:
Product Development Manager
Company:
Quectel
Joshua Buck
Joshua Buck is an embedded developer with experience in test and measurement, HiL/SiL for automotive, and industrial IoT applications. He has previously worked at National Instruments in applications engineering, analog ASIC V&V, and project management. After National Instruments, he moved into test engineering and embedded development at American Innovations. He is currently a Senior Solutions Engineering Manager at Edge Impulse specializing in machine learning applications for edge and embedded devices.
Job title:
Senior Solutions Engineering Manager
Company:
Edge Impulse
Agenda
Edge computing vs. cloud computing
Edge computing use cases
Quectel’s edge computing-capable portfolio
The PI-SG560D SBC
Edge computing demo
Introduction to Edge Impulse and demo