Articles
AI video analytics articles and deployment guides.
Occasional notes for overseas customers evaluating local AI deployment, camera compatibility, and safety detection projects.
Latest selection guide
How to Choose an Edge AI Box for a Video Analytics Project
English edition, September 6, 2026. Camera access, model workload, alarm quality and verifiable project references.
Product, project and engineering references
English editions of articles published on the Chinese website
These references cover completed projects, field deployment, algorithm evaluation, AI cameras, Edge Box integration, analytics servers and local model workloads. They retain the original publication date and link to the Chinese source for traceability.
English reference article
Chile road vehicle and license plate recognition project: from mobile patrol capture to a central platform
A XINHUO AI project for Chilean government-led mobile patrol work. It explains vehicle and plate recognition, event evidence, local deployment and central-platform delivery.
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Visual algorithm evaluation report for XINHUO AI edge products: eight scenario metrics and sample outputs
A technical summary of the visual algorithm evaluation report covering eight AI video analytics scenarios, 24,000 images and local NPU inference.
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Multi-algorithm AI cameras for industrial sites: XINHUO AI product release and deployment notes
A technical product-release article about a multi-algorithm AI camera, local 3 TOPS inference, scene design, event rules and custom model deployment.
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AI Edge Box engineering practice: stream access, workload assessment and project acceptance
A field-oriented explanation of what an AI Edge Box does between cameras and platforms, why TOPS is not a channel-count answer, and how projects should be accepted.
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How AI video analytics enters industrial sites: an observation of XINHUO AI Edge Box deployments
An English reference version of the China Daily article on adding local AI video analytics to existing industrial CCTV systems.
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Multi-algorithm AI camera: a practical guide to edge recognition for industrial and public sites
A detailed English reference for XINHUO AI cameras, covering local inference, multi-algorithm planning, camera placement, event rules and custom model training.
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From recorded video to manageable events: adding an AI Edge Box to an existing CCTV system
A practical article about adding AI video analytics to existing cameras, setting effective event rules, managing false alarms and commissioning an Edge Box project.
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AI Edge Box product range: 2, 8, 16 and 32-channel video analytics with project-configured algorithms
A concise product-range reference for XINHUO AI Edge Box deployments, local video analysis, supported integration methods and application planning.
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Domestic AI compute servers for local video analytics and model workloads
A reference article on configurable domestic AI compute servers using Huawei Kunpeng and Ascend, Phytium, Hygon, MetaX and related hardware options.
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GPU servers for AI video analytics, local models and project-specific deployment
A practical reference for selecting NVIDIA or Huawei Ascend GPU servers for multi-channel analytics, local AI models and custom project workloads.
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How to Accept an AI Video Analytics Project: From Camera Test to Event Workflow
A practical acceptance guide for local AI video analytics projects, covering camera scenes, event definitions, false alarms, missed events, evidence output, and operational review.
Field guide
AI Video Analytics Camera Site Survey: What to Check Before Deployment
A field guide for checking camera position, target size, light, stream access, alarm rules, and acceptance criteria before an AI video analytics deployment.
Deployment guide
AI Camera, AI Edge Box, or AI NVR: How to Choose a Local Video Analytics Architecture
A practical comparison of AI cameras, AI edge boxes, and AI NVRs for sites planning local video analytics with existing or new CCTV systems.
Guide
How to Add AI Analytics to Existing CCTV Cameras
A practical guide for evaluating on-premise AI video analytics with RTSP and ONVIF cameras.
Guide
PPE Detection for Industrial Safety: What Buyers Should Prepare
Key camera, scene, and project details needed before deploying AI PPE detection.
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