1. Open Source Project Overview Neuron is an open-source industrial Internet of Things (IIoT) edge protocol gateway software designed for modern big data technologies to leverage the power of Industry 4.0. It supports one-stop access to various industrial protocols and converts them into the standard MQTT protocol for accessing IIoT platforms. Version 2.0 of Neuron … Read more
NanoMQ is an open-source edge computing project released in early 2021, designed as a next-generation lightweight and high-performance MQTT message server for IoT edge computing scenarios. In the IoT era, data is the primary productive force, and the edge is where data is generated. Quickly aggregating and distributing data in complex edge network environments is … Read more
TinyML Gesture Recognition TinyML Hands-On Workshop Have you ever visited the Harry Potter area in Universal Studios Beijing? Do you remember the magical interactive window display that became an instant hit when it opened? Many tourists lined up in Diagon Alley with wands in hand to experience the thrill of casting spells! Flowers bloom! Lights … Read more
1. Introduction Weakly Supervised Object Localization is used to discover the location of target objects within images. Traditional object detection methods typically require precise bounding box annotations for each training sample, which can be time-consuming and labor-intensive for large-scale datasets. To address this issue, weakly supervised object localization solves the problem by using simpler annotation … Read more
1. Introduction Voice recognition, as an important method of human-computer interaction, is gradually becoming one of the core functions of smart devices. However, traditional voice recognition systems often rely on cloud servers for audio data processing and analysis, which brings issues such as latency and privacy. TensorFlow Lite provides an efficient and fast solution for … Read more
Click the blue text to follow us Introduction In today’s Internet of Things era, the application of voice recognition technology is becoming increasingly widespread. This article will introduce how to deploy a TinyML voice recognition system and detail the process from data collection to model deployment. Getting Started with TinyML: Implementing TinyML Voice Recognition Using … Read more
The manufacturing industry seeks the integration of automated devices and applications, ideally resembling the plug-and-play web browsing experience, requiring no manual connection of “things”, plug-and-play. To achieve this ideal state, many experts and practitioners in industrial automation are tackling this complex challenge. However, after years of effort, anyone involved in smart manufacturing and Industry 4.0 … Read more
“For the Internet of Things, the most important aspect is communication with devices. Currently, the common communication protocols in IoT include: MQTT, CoAP, HTTP, XMPP, SoAP“ 01 — MQTT MQTT (Message Queuing Telemetry Transport) was originally developed by IBM as an instant messaging protocol. The MQTT protocol is designed for communication between remote sensors and … Read more
A new protocol support has been added to the IoT access — CoAP (Constrained Application Protocol)! What is IoT access? It is a fully managed cloud service developed by Baidu Smart Cloud’s Tiangong team, which helps the Internet of Things establish secure and reliable bidirectional connections and device management between devices and the cloud. It … Read more
In today’s wave of digitalization, the Internet of Things (IoT) is booming at an unprecedented pace, profoundly changing our ways of living and working. From smart home systems to industrial automation control, from smart health monitoring devices to intelligent traffic management, IoT connects various physical devices to the network, enabling information exchange and collaborative work … Read more