Source | Network Today, I would like to share several practical pure Python libraries for building visualization interfaces. For instance, if you have written scripts but do not want to share the code with others, you can use these packages to quickly create attractive interfaces to provide services for others. Below are the latest update … Read more
The integration of force sensors and AI has given rise to “intelligent tactile nerves”—achieving a leap from passive measurement to active decision-making through the deep coupling of high-precision force perception and AI algorithms. In the context of Industry 4.0, this integration not only captures subtle changes in mechanical force but also analyzes the deep laws … Read more
What is Embedded Learning? “Embedded Learning” generally refers to the process and technology of deploying and running machine learning models directly on resource-constrained embedded devices. This is a key technology that makes end devices “truly intelligent”. Its core goal is very clear: To enable devices to have local intelligent decision-making capabilities without relying on the … Read more
Introduction: Intelligent sensor systems are at the core of information technology, integrating various technologies to provide perception capabilities for automation, the Internet of Things (IoT), and artificial intelligence (AI). Intelligent sensors include functions such as data acquisition and processing, adaptability, and self-correction, characterized by high precision, adaptability, data processing, communication capabilities, and low power consumption. … Read more
Enhanced Intelligence with “AI” “When industrial robots incorporate a new form of embodied intelligence, they evolve from mere fixed-path actuators to autonomous entities capable of perception, reasoning, and execution. In response to the explosive growth in functional requirements for robots, the “brain” of industrial robots, the MCU, must possess stronger advanced processing capabilities and machine … Read more
Do not be a data mover, but a creator of value! 01 Business Pain Points 1. The data silos created by traditional information technology construction processes pose significant challenges for daily data collection tasks; 2. Traditional reports still require system exports/excel processing, which is inefficient and cannot meet timeliness requirements; 3. The collection, aggregation, and … Read more
↑↑↑ Follow us to stay updated! 👆 After clarifying the core differences between AI workflows and AI Agents, this article will focus on the latter, delving into the principles, architecture, and future potential of AI Agents.👇 From language interaction to task execution, AI agents are reshaping the paradigm of human-machine collaboration🔥 Looking back at 2023, … Read more
What is MindsDB? MindsDB is essentially an open-source AI-SQL server that can be deployed locally or in the cloud. It connects data from various databases, data warehouses, and even SaaS applications, allowing you to ask it questions as if you were chatting with a person—”What were the top-selling products last month?” It will provide you … Read more
Support Vector Machine (SVM) is a supervised learning algorithm based on statistical learning theory. Its core objective is to find an optimal hyperplane in the feature space to maximize the separation between different classes of samples. This optimality is reflected in maximizing the margin, which is the distance from the support vectors (the closest sample … Read more
In the application of large models, “fine-tuning” is a crucial step to adapt general models to specific scenarios — for example, enabling ChatGPT to write product copy or allowing LLaMA to answer industry-specific questions, both of which rely on fine-tuning. However, many people confuse SFT and LoRA, two core technologies: both are based on optimizing … Read more