Warehouse and Yard

Project Highlights
  • 89% cargo recognition rate, 90% anomaly detection accuracy, and false alarm rate reduced to 10%
  • Seamless integration of supply chain trading platform, WMS warehouse management system, and personnel control systemSeamless integration of supply chain trading platform, WMS warehouse management system, and personnel control system
  • Customized algorithms for precise adaptation to warehouse yard scenarios
Customer Background

The client is an innovative B2B e-commerce platform that integrates information, supply chain, logistics, big data, and finance. It has strong financial support from listed companies and industrial groups, as well as strong financial institution credit. Our main business covers textile and chemical industries, non-ferrous metals, and technology products. We provide financial and risk management services based on real trade backgrounds for upstream and downstream enterprises in the industry chain through an online supply chain platform. Due to the involvement of a large number of supply chain finance pledge warehouses and bulk commodity trading yards, customers have extremely high requirements for risk control. The traditional manual management method is inefficient and there is a risk of internal personnel monitoring and stealing. For this purpose, the customer has introduced advanced IoT risk control systems to meet the strict requirements of funding, regulatory, and warehousing parties.
Within one year of the completion of the system construction, the total circulating funds of the platform reached 1.4 billion, which were fully recovered the following year with no bad debts.

Jieyang XX Cable Factory

National high-tech enterprise for wires and cables;

Application module: 7x24 hour video surveillance+RFID active tag detection+signal connection to monitoring center+WeChat client for watching videos

Huizhou XX Copper Wire Production Plant

High quality AV line and intelligent engineering line professional production and processing enterprise

Application module: 7x24 hour video surveillance+RFID active tag detection+signal connection to the monitoring center

Zhuhai XX LCD Screen Production Factory

A specialized high-tech enterprise specializing in the research and development, production, sales, and service of LCD TVs

Application module: 7x24 video recording with intelligent analysis function+signal connection to monitoring center+WeChat client to watch videos

Guangzhou XX Livestock Machinery Equipment

A professional enterprise engaged in the production and sales of livestock machinery and equipment.

Application module: 7x24 video recording with intelligent analysis function+signal connection to monitoring center+WeChat client for viewing

Foshan XX Aluminum Profile Enterprise

A large-scale comprehensive aluminum profile enterprise engaged in development, design, and production

Application module: 7x24 video recording with intelligent analysis function+signal connection to monitoring center+WeChat client to watch videos

Guangzhou XX Steel Plant

The main business or service scope is the manufacturing, processing, and sales of steel structural components and power towers

Application module: 7x24 video recording with intelligent analysis function+signal connection to monitoring center+WeChat client to watch videos.

Guangzhou Panyu and Heshan XX Construction Machinery and Equipment Factory

The company mainly engages in the leasing of construction machinery and equipment, as well as engineering technology consulting services.;

Module usage: 7x24 video recording with intelligent analysis function+signal connection to monitoring center+WeChat client to watch videos.

Foshan Sanshui XX Aluminum Products Factory

Mainly specialized in producing various special-shaped industrial profiles, building profiles, and decorative profiles;

Usage module: 7x24 video recording with intelligent analysis function+signal connection to monitoring center+WeChat client to watch videos Usage module: 7x24 video recording with intelligent analysis function+signal connection to monitoring center+WeChat client to watch videos

China's Largest Self Operated E-Commerce Guangzhou Transit Center

A globally renowned self operated e-commerce company in China, with the largest logistics and shipping center in South China, South China Warehouse.;

Application module: A video surveillance system with electronic tags and intelligent analysis combined with an automatic sorting system. Realize full process control from warehousing, sorting to outbound. The corresponding video can be quickly queried through the waybill number, increasing operational efficiency by 10 times.

Multiple Service Centers of an International Logistics Courier Company (Networked)

A globally renowned postal and logistics conglomerate;

Module usage: Automatic sorting line integrates barcode scanning, weighing system, and sorting system; The backend is connected to the headquarters database, and the data is synchronized in real-time.

Core Scheme Design
Hardware Integration and Upgrade
Algorithm Architecture
Multimodal Data Fusion
Risk Warning Mechanism
  • Camera configuration: Deploy high-precision AI visual cameras that support cargo recognition, personnel behavior analysis, and equipment status monitoring.
  • Server with multiple video analysis functions: Deploy high-performance servers that support multiple video analysis functions, including real-time cargo recognition, personnel behavior analysis, equipment status monitoring, and environmental anomaly detection, to ensure efficient and stable data processing.
  • Server with multiple video analysis functions: Deploy high-performance servers that support multiple video analysis functions, including real-time cargo recognition, personnel behavior analysis, equipment status monitoring, and environmental anomaly detection, to ensure efficient and stable data processing.
  • Basic algorithm:
    Goods identification (such as pallet classification, goods stacking detection).
    Personnel behavior analysis (such as not wearing a safety helmet, illegally approaching equipment, etc.).
    Equipment status monitoring (such as forklift overspeed, gantry crane tilt angle detection).
  • Customized algorithm:
    Cargo dumping detection model.
    Fire hazard warning model (such as smoke and fog recognition, temperature anomaly detection).
  • Video+Sensor Data: Combining video streams with sensor data to achieve comprehensive perception of the warehouse environment.
  • Multi system linkage: seamlessly integrate with WMS system and personnel control system to achieve real-time data sharing and collaborative management.
  • Real time warning: When abnormal behavior or equipment failure is detected, an alarm is triggered immediately and pushed to management personnel.
  • Graded response: Initiate corresponding disposal processes based on the risk level (such as minor violation reminders, serious accident linkage fire protection systems).
Implementation Effectiveness: Improved Safety and Efficiency
Optimization of Goods Management
The accuracy of goods identification has reached 96%, the inventory efficiency has been improved by 80%, and the inventory accuracy has been increased to 99%.
Personnel Safety Enhancement
Reduce personnel misconduct by 70%, decrease safety accident rate by 50%, and achieve zero major safety accidents.
Equipment Maintenance Efficiency Improvement
The efficiency of equipment fault detection has been improved by 90%, and equipment maintenance costs have been reduced by 30%.
Risk Warning and Fund Circulation
Real time monitoring and risk warning of supply chain finance funds have been achieved, resulting in a 70% increase in fund circulation efficiency and the full recovery of funds the following year.
Customer Testimony
This AI vision and IoT risk control system has completely changed our warehouse management approach. Through real-time monitoring and intelligent warning, we have not only significantly reduced operational risks, but also significantly improved the efficiency of fund circulation.
——Brand leaders of four major international logistics companies
Industry Value
Building a New Generation of Intelligent Warehouse Management Benchmark:
Formulate the Implementation Guidelines for AI Visual Monitoring of Warehouse Yards.
Scalability of the Plan:
Verified adaptability to various logistics scenarios such as ports and airports.
Implementation Experience
Hardware Deployment Optimization
Optimize camera angle and sensor layout through multiple rounds of testing to improve data collection accuracy.
Business Process Coupling
During the development phase, a technical team will be dispatched to the warehouse site to accurately capture business requirements and pain points.
Continuous Service Mechanism
Establish a monthly algorithm update and quarterly performance evaluation mechanism to ensure the stability and progressiveness of the system.
Trustworthy Data Indicates That All Effectiveness Data Are Based On
Customer operation and maintenance system work order records (such as data on improving inventory efficiency)
Performance test report in laboratory environment (such as cargo identification accuracy)
Multi scenario field application feedback (such as personnel safety improvement investigation)
Get Your Customized Solution Now
White Paper on AI Visual Monitoring of Warehouse Yard
Free Download
Apply for a 14 day testing kit (including a multimodal data fusion module)
Trial Experience
Appointment based personalized demand research service
Enable Intelligent Upgrade
Why Choose Us
Enable Intelligent Upgrade
25% accuracy improvementOn site optimization of angle/light adaptation
Industry Experience
80+logistics scenario algorithm librarySupport adaptation to complex environments
Continuous Service
Provide quarterly algorithm updates
Match business development
Industry Solutions & Case Studies

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