In both smart projects and the consumer scenarios of smart homes, the application of the Internet of Things (IoT) is involved. With the advancement of network technology, IoT applications are becoming increasingly popular. Most IoT applications are formed through the self-detection capabilities of sensors, combined with network transmission, computing, and big data technologies, achieving more … Read more
Introduction The IoT Gateway is a core component that connects physical devices and digital networks. It acts as a bridge between edge devices and cloud platforms, facilitating interconnectivity and communication between devices through data collection, protocol conversion, and security management. Core Functions Protocol Conversion: Unifies communication protocols used by different devices (such as Modbus, MQTT, … Read more
In the process of developing machine learning, once the model has been trained, the next step is to perform model inference. Depending on the deployment environment, it can be divided into three types of scenarios: Edge Computing: Generally refers to mobile phones and embedded devices, performing inference directly on the device where the data is … Read more
Dec. Follow us by clicking the blue text 2024.12 Tip: Learn how to deploy Tiny YOLO v4 on MYIR’s ZU3EG FPGA development board, comparing the performance of FPGA, GPU, and CPU to assist AIoT edge computing applications. 1. Why choose FPGA: Addressing 7nm process and AI limitations In the context of global semiconductor process restrictions … Read more
The smart home system utilizes a multitude of IoT devices (such as temperature and humidity sensors, security systems, lighting systems) to monitor the internal state of the home in real-time, achieving intelligent adjustments and human-machine interaction. With the development of IoT technology, its application scope, data scale, and market share will further expand, making intelligent … Read more
Personal Introduction: I am a graduate student majoring in Communication and Information Systems. My research focuses on intelligent optimization algorithms, drone trajectory planning, fine-tuning large language models, and deployment in specific scenarios. If you have any programming questions or customized needs, feel free to contact me through my public account. 1. Introduction Recently, I received … Read more
With the advancement of smart manufacturing and Industry 4.0, the combination of artificial intelligence and embedded systems has found broader applications and more possibilities in industrial scenarios. So, what is an embedded AI system? What role does it play in the industrial field?AQ Technology will hold two live broadcasts on July 4th and 6th, in … Read more
This article will be included in the AI Edge Solutions series. More exciting articles about AI edge solutions can be found in the service menu of the public account. With the AI wave brought by the release of ChatGPT, which has lasted for almost two years, we are pleased to see many new AI applications … Read more
With the rapid development of AI technology, more and more edge computing devices can handle tasks ranging from lightweight tasks to complex AI models. In this article, we will compare several mainstream edge AI devices, including NVIDIA Jetson Series, Orange Pi, and Raspberry Pi 5, and explore the potential of the Hailo Accelerator in the … Read more
Edge computing is a decentralized computing architecture that moves the computation of applications, data, and services from centralized network nodes to the logical edge nodes of the network. It exists between physical entities and industrial connections or at the top of physical entities. Under the edge computing architecture, data analysis and knowledge generation are closer … Read more