Smart City Management Case – Application of Smart City Management AI Video Analytics System at Shenzhen Futian District City Management Bureau-Corerain Technologies

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CAISA

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Rapid Deployment for AI Algorithms

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CAISA 430

World’s First Reconfigurable Streaming AI Chip

Nebula Accelerator N460H

High performance AI accelerator designed for versitile needs

Nebula N430 Edge Station

Supports 2-32 channels of video analytics

Nebula N430 Edge Al Platforms

Supports 16-128 channels of video analytics

Nebula N460H AI Servers

Supports 64-512 channels of video analytics

AI Chip

CAISA 430

World’s First Reconfigurable Streaming AI Chip

CAISA

Custom AI Streaming Accelerator (CAISA) Architecture to provide higher measured performance

AI Accelerator

Nebula Accelerator N460H

High performance AI accelerator designed for versitile needs

AI Edge Station

Nebula N430 Edge Station

Supports 2-32 channels of video analytics

Nebula N430 Edge Al Platforms

Supports 16-128 channels of video analytics

Nebula N460H AI Servers

Supports 64-512 channels of video analytics

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AI Visual Intelligence Analysis

Kunyun provides an integrated AI video analytics solution combining computing power, algorithms, and platforms for industries such as petrochemicals, mining, construction sites, power, and smart cities. With over 400 mature high-precision AI algorithms, it addresses industry-specific pain points through continuous R&D, meeting users' needs for safe production, cost reduction, and efficiency improvement

AI Edge Station

Nebula N430 Edge Station

Supports 2-32 channels of video analytics

Nebula N430 Edge Al Platforms

Supports 16-128 channels of video analytics

Nebula N460H AI Servers

Supports 64-512 channels of video analytics

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Nebula AI Development Platform1111

Smart Oilfield

Skin Exposure Recognition

Detect exposed skin in hazardous areas.

Smoking Recognition

Detect smoking behavior.

Crude Oil Leakage Recognition

Detect crude oil accumulation on the ground.

Fall Recognition

Identify whether a person falls/slips.

Helmet Recognition

Detect workers wearing safety helmets.

Absence Recognition

Detect personnel absence from designated work posts.

Uniform Recognition

Detect workers wearing uniforms.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Hazardous Chemical Vehicle Recognition

Identify and track vehicles transporting hazardous chemicals.

Engineering Vehicle Alarm

Monitor engineering vehicles near high-risk areas.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Cylinder Lodging Recognition

Detect fallen industrial gas cylinders.

Smart Chemical Industry

Skin Exposure Recognition

Detect exposed skin in hazardous areas.

Liquid Leakage Recognition

Detect crude oil accumulation in the hazardous area.

Fall Recognition

Identify whether a person falls/slips.

Helmet Recognition

Detect workers wearing safety helmets.

Uniform Recognition

Detect workers wearing uniforms.

Reflective Clothing Recognition

Detect workers wearing reflective clothing.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Vehicle Illegal Parking Algorithm

Detect vehicles parked in unauthorized areas.

Hazardous Chemical Vehicle Recognition

Identify and track vehicles transporting hazardous chemicals.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Density Counting

Analyze crowd density.

Cylinder Lodging Recognition

Detect fallen industrial gas cylinders.

Smart Mining

Skin Exposure Recognition

Detect exposed skin in hazardous areas.

Smoking Recognition

Detect smoking behavior.

Fall Recognition

Identify whether a person falls/slips.

Mine Blasting Alert

Detect remaining personnel and vehicles in blasting areas.

Helmet Recognition

Detect workers wearing safety helmets.

Uniform Recognition

Detect workers wearing uniforms.

Reflective Clothing Recognition

Detect workers wearing reflective clothing.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Engineering Vehicle Alarm

Monitor engineering vehicles near high-risk areas.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Vehicle Recognition

Identify and classify vehicle types.

Cylinder Recognition

Detect the presence of gas cylinders.

Smart Gas Station

Smoking Recognition

Detect smoking behavior.

Liquid Leakage Recognition

Detect crude oil accumulation in the hazardous area.

Fall Recognition

Identify whether a person falls/slips.

Uniform Recognition

Detect workers wearing uniforms.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Hazardous Chemical Vehicle Recognition

Identify and track vehicles transporting hazardous chemicals.

Electrostatic Discharge Time Recognition

Verify sufficient electrostatic discharge time before refueling.

Fire Escape Blockage Recognition

Detect obstructions in fire evacuation routes.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Insulated Boots Recognition

Detect operators wearing insulated boots.

Vehicle Recognition

Identify and classify vehicle types.

Cylinder Recognition

Detect the presence of gas cylinders.

Smart Factory

Skin Exposure Recognition

Detect exposed skin in hazardous areas.

Smoking Recognition

Detect smoking behavior.

Fall Recognition

Identify whether a person falls/slips.

Abnormal Gathering Recognition

Detect abnormal crowd gatherings.

Helmet Recognition

Detect workers wearing safety helmets.

Absence Recognition

Detect personnel absence from designated work posts.

License Plate Recognition

Recognize vehicle license plates.

Uniform Recognition

Detect workers wearing uniforms.

Reflective Clothing Recognition

Detect workers wearing reflective clothing.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Storage Vehicle Safety Driving Judgment

Identify personnel near moving vehicles such as AGVs and forklifts.

Vehicle Illegal Parking Algorithm

Detect vehicles parked in unauthorized areas.

Smart Construction

Fall Recognition

Identify whether a person falls/slips.

Abnormal Gathering Recognition

Detect abnormal crowd gatherings.

Helmet Recognition

Detect workers wearing safety helmets.

Absence Recognition

Detect personnel absence from designated work posts.

Uniform Recognition

Detect workers wearing uniforms.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Fire Escape Blockage Recognition

Detect obstructions in fire evacuation routes.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Screen Shooting Recognition

Detect unauthorized screen capturing behavior.

Cylinder Lodging Recognition

Detect fallen industrial gas cylinders.

Insulated Gloves Recognition

Detect operators wearing insulated gloves.

Insulated Boots Recognition

Detect operators wearing insulated boots.

Smart City Governance

Abnormal Gathering Recognition

Detect abnormal crowd gatherings.

License Plate Recognition

Recognize vehicle license plates.

Vehicle Illegal Parking Algorithm

Detect vehicles parked in unauthorized areas.

Traffic Flow Counting

Count the road traffic flow statistics

Engineering Vehicle Alarm

Monitor engineering vehicles near high-risk areas.

Fire Escape Blockage Recognition

Detect obstructions in fire evacuation routes.

Density Counting

Analyze crowd density.

Head Direction Recognition

Identify the direction of the vehicle.

Line Crossing Recognition

Detect crossing or breaching of predefined virtual lines or fences.

Waterlogging Recognition

Detect ground-level waterlogging in monitored areas.

Ground Trash Recognition

Identifies trash on the ground.

Garbage Overflow Recognition

Identify overflowing garbage bins and waste piles.

Smart Warehouse

Fall Recognition

Identify whether a person falls/slips.

Helmet Recognition

Detect workers wearing safety helmets.

License Plate Recognition

Recognize vehicle license plates.

Uniform Recognition

Detect workers wearing uniforms.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Storage Vehicle Safety Driving Judgment

Identify personnel near moving vehicles such as AGVs and forklifts.

Vehicle Illegal Parking Algorithm

Detect vehicles parked in unauthorized areas.

Electrostatic Discharge Time Recognition

Verify sufficient electrostatic discharge time before refueling.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Screen Shooting Recognition

Detect unauthorized screen capturing behavior.

Vehicle Recognition

Identify and classify vehicle types.

Water Level Recognition

Monitor water levels against predefined reference markers.

Smart Grid

Smoking Recognition

Detect smoking behavior.

Fall Recognition

Identify whether a person falls/slips.

Helmet Recognition

Detect workers wearing safety helmets.

Uniform Recognition

Detect workers wearing uniforms.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

OCR Recognition

Extract text information from visual sources.

Engineering Vehicle Alarm

Monitor engineering vehicles near high-risk areas.

Switch Status Judgment in Switchgear

Analyze the open or closed state of switchgear cabinet switches.

High-Voltage Isolation Switch State Judgment

Detect the open or closed state of high-voltage isolation switches.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Vehicle Recognition

Identify and classify vehicle types.

Call Recognition

Detect mobile phone usage.

Smart Commercial Complex

Smart Port

Skin Exposure Recognition

Detect exposed skin in hazardous areas.

Smoking Recognition

Detect smoking behavior.

Fall Recognition

Identify whether a person falls/slips.

Helmet Recognition

Detect workers wearing safety helmets.

Absence Recognition

Detect personnel absence from designated work posts.

Uniform Recognition

Detect workers wearing uniforms.

Reflective Clothing Recognition

Detect workers wearing reflective clothing.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Vehicle Queue Length Recognition

Calculate single lane vehicle queue length.

Fire Escape Blockage Recognition

Detect obstructions in fire evacuation routes.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Vehicle Recognition

Identify and classify vehicle types.

Smart Expressway

Hazardous Chemical Vehicle Recognition

Identify and track vehicles transporting hazardous chemicals.

Vehicle Queue Length Recognition

Calculate single lane vehicle queue length.

Traffic Flow Counting

Count the road traffic flow statistics

Head Direction Recognition

Identify the direction of the vehicle.

Smart Metro Station

Absence Recognition

Detect personnel absence from designated work posts.

Uniform Recognition

Detect workers wearing uniforms.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Traffic Counting

Count people entering, exiting, and passing through designated areas.

Pedestrian Retrograde Recognition

Detect wrong-way movement of people on escalators.

Stroller Recognition

Detect strollers on escalators.

Luggage Recognition

Detect bulky luggage on escalators.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Density Counting

Analyze crowd density.

Vehicle Recognition

Identify and classify vehicle types.

Mask Recognition

Detect improper or missing mask usage.

Fire Extinguisher Recognition

Verify correct placement of fire extinguishers.

Smart Business Hall

Fall Recognition

Identify whether a person falls/slips.

Abnormal Gathering Recognition

Detect abnormal crowd gatherings.

Absence Recognition

Detect personnel absence from designated work posts.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Traffic Counting

Count people entering, exiting, and passing through designated areas.

Fire Escape Blockage Recognition

Detect obstructions in fire evacuation routes.

Stroller Recognition

Detect strollers on escalators.

Luggage Recognition

Detect bulky luggage on escalators.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Screen Shooting Recognition

Detect unauthorized screen capturing behavior.

Density Counting

Analyze crowd density.

Vehicle Recognition

Identify and classify vehicle types.

Smart Metallurgy

Skin Exposure Recognition

Detect exposed skin in hazardous areas.

Smoking Recognition

Detect smoking behavior.

Fall Recognition

Identify whether a person falls/slips.

Helmet Recognition

Detect workers wearing safety helmets.

Absence Recognition

Detect personnel absence from designated work posts.

Uniform Recognition

Detect workers wearing uniforms.

Reflective Clothing Recognition

Detect workers wearing reflective clothing.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

OCR Recognition

Extract text information from visual sources.

Engineering Vehicle Alarm

Monitor engineering vehicles near high-risk areas.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Cylinder Lodging Recognition

Detect fallen industrial gas cylinders.

Smart Park

Fall Recognition

Identify whether a person falls/slips.

Abnormal Gathering Recognition

Detect abnormal crowd gatherings.

Absence Recognition

Detect personnel absence from designated work posts.

License Plate Recognition

Recognize vehicle license plates.

Uniform Recognition

Detect workers wearing uniforms.

Sleep-During-Duty Recognition

Detect sleeping behavior during duty hours.

Traffic Counting

Count people entering, exiting, and passing through designated areas.

Vehicle Illegal Parking Algorithm

Detect vehicles parked in unauthorized areas.

Vehicle Queue Length Recognition

Calculate single lane vehicle queue length.

Traffic Flow Counting

Count the road traffic flow statistics

Fire Escape Blockage Recognition

Detect obstructions in fire evacuation routes.

Phone Playing Recognition

Identify whether the person is playing with the phone.

Surface Inspection

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Smart Energy

Smart Oilfield

For potential safety hazards such as crude oil leakage, illegal intrusion, and other hazards in the oil production process, Corerain provides an integrated AI-powered Safety Monitoring Analytics Solution for real-time monitoring and analysis.

Smart Gas Station

For the problem of frequent safety accidents at gas stations, Corerain provides an integrated Acclerator-Algorithm-Platform solution, ensure the safe and stable operation in the gas stations.

Smart Grid

For power generation, transmission, substation, distribution and other key scenarios, Corerain delivers an integrated Acclerator-Algorithm-Platform solution.

Smart Mining

Corerain's smart mining solution detects risks, violations and abnormalities in the production process, giving alerts in real time to help mining companies improve workplace safety and productivity.

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Smart Safety Supervision

Smart Chemical Industry

The Corerain AI-powered Safety Monitoring Analytics Solution can intelligently analyze videos, detect abnormal behaviors and events, issue alarms promptly, and conduct data analysis.

Smart Construction Sites

The smart site safety system（4S) comes with pre-deployed workplace safety inspection algorithms and can be easily integrated into existing monitoring systems.

Smart Metallurgy

Corerain introduces an integrated Acclerator-Algorithm-Platform solution to identify and detect safety dress, personnel behavior, equipment status and environmental risks in key dangerous operation areas in real time.

Smart Port

Corerain provides smart port with an integrated Acclerator-Algorithm-Platform solution to environmental risks in key places such as gates, management and safety in ports

Smart Service Center

Corerain provides smart solution with an integrated Acclerator-Algorithm-Platform based on high performance accelerators at the edge, help business halls improve digital management level, and achieve closed-loop safety management mode.

Smart Warehouse

Corerain delivers a smart warehousing solution based on Video + AI analysis, The solution can achieve 24-hour intelligent analysis, accurate and timely recognition of abnormalities, warning of potential accidents.

Smart Park

Corerain provides park managers with a smart safety supervision solution, environmental risks and other factors in the park, linking people, vehicles, effectively enhance managers' control of overall information and reduce operation cost.

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Smart Transportation

Smart Metro Station

Corerain launches an intelligent metro AI video analysis solution, to identify and give early warnings on passenger fell, not wearing masks, baby carriage on escalators, luggage on escalators, to enhance metro stations’ emergency disposal capabilities.

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Smart Manufacturing

Smart Factory

Corerain offers an integrated Acclerator-Algorithm-Platform solution for factory work safety supervision, which identifies the safety dress code, operation specification, equipment status, environmental safety technology.

Surface Inspection

Corerain provides customers with end-to-end industry Solution from the underlying hardware to top-level algorithms. Aiming at complex scenarios such as product surface defect detection, location and classification in industrial manufacturing.

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Smart Oilfield

Sinopec

An all-round 7*24 AI video analytics system for oilfield operations is established to improve safety management, with real-time analysis of 300 channels of videos at oil fields through Corerain's artificial intelligence video analysis platform and recognition...

PetroChina

Based on Corerain's AI image recognition technology and smart analysis of 400 channels of videos accessing the site, Corerain achieves the centralized visual analysis of key areas such as production sites, entrances and exits, and crude oil storage a

Jilin Oilfield

Jilin Oilfield implemented Corerain's AI Video Analytics System to enhance safety management efficiency through intelligent solutions. The system integrates video surveillance with AI algorithms to monitor in real time whether workers are wearing safety helmets, uniforms, and other required equipment. It detects non-compliant behaviors and issues immediate alerts, effectively reducing the workload of manual inspections, minimizing on-site safety risks, and improving overall management at production sites.

Chengdu Sinopec Petroleum Supervision Center

The Chengdu Sinopec Petroleum Supervision Center implemented an AI-based violation detection system to enhance safety management. By enabling continuous monitoring that reduces human oversight gaps, the system provides real-time alerts for abnormal situations and facilitates immediate response and intervention in high-risk scenarios—such as improperly placed ethylene cylinders or unsafe crane operations—achieving closed-loop management of potential hazards.

Smart Gas Station

The Gas Station Enterprise in Shandong

Corerain provides an overall AI video analysis solution to detect the correct placement of fire extinguishers, electrostatic discharge operation specification and other operation status in the process of oil unloading in real time and realize 24-hour automatic detection of irregularities such as calling, smoking, leaving the post, and the risk of flame and smoke. The solution constructs a rapid response mechanism to dangers, achieves instant alarm for abnormal situations and automatically retains the relevant videos to meet the intelligent construction requirements of the regulatory authorities.

Leading Petrochemical Group Provincial Subsidiary

Corerain built an AI video analytics platform for over 100 gas stations under this leading petroleum group's provincial subsidiary. Beyond routine safety supervision in the refueling area, Corerain configured and orchestrated more than 10 AI algorithms in accordance with the operational management requirements of the gas station's "8-Step Unloading Process." The system sequentially analyzes video data from fixed cameras within the station, monitoring operator violations and abnormal conditions of unloading equipment in real time. Any anomaly immediately triggers warnings via linked on-site loudspeakers.

The State-owned Gas Station

Corerain provides an intelligent supervisory platform for the state-owned gas station, which enables real-time detection and early warning of risks such as smoking, phone calls, personnel intrusion, fire passenges occupancy, fire equipment misplacement, and uniform wearing in the refueling and unloading areas by analysis of camera videos in the station, strengthening the efficiency of gas station safety management and promoting modernization of emergency management capabilities.

Leading Petroleum Group Shanxi Branch

Corerain's AI video analytics solution provides real-time monitoring and intelligent analysis of key areas, such as the refueling zone and unloading zone, for the gas stations under this leading petroleum group's Shanxi branch. The system accurately identifies non-standard behaviors during unloading operations, including insufficient static electricity discharge time, incorrect placement of fire extinguishers, and personnel absence from posts, ensuring strict adherence to the "Eight-Step" operational protocol. Simultaneously, it provides real-time warnings for violations (e.g., smoking, phone use) and abnormal conditions (e.g., open flames, smoke) in the refueling zone, effectively reducing safety risks.

The Private Gas Station

Corerain provides a state-owned gas station with an intelligent video analysis solution to perfect the video surveillance on key areas such as gas dispensers and oil storage tanks, and to identify, alarm and record personnel violations and abnormal environmental conditions at the gas station. The solution makes full use of existing equipment and deploys an integrated AI software and hardware solution to enhance intelligent operation management while avoiding waste of resources.

Smart Grid

Provincial Power Grid Company

Analysis of personnel behavior, environment status, equipment status & defects is carried out based on the substation video analysis system, to ensure an effective prevention and early warning of safety events, integrate the management of various videos in the station, speed up the realization of unmanned substation mode, and improve the information management level.

South China Municipal Power Supply Bureau

The AI intelligent analysis platform for transmission lines is built with patrol inspection of UAV + AI to detect common components, defects and foreign objects in transmission line inspections,recognize pole tower sloping, and identify helmet wearing, uniform wearing, personnel intrusion, smoke and flame and other safety hazards in real-time, make intelligent warning to effectively improve the reliability of inspections and increase efficiency by 50 times.

Smart Mining

Neimenggu Jintao Gold Mine (Non-Coal Mine)

To meet the safety production requirements of gold mines, Corerain offers an integrated AI video analytics solution for the safety production monitoring and early warning system of Jintao Gold Mine. The kit comprises an AI inference platform, AI algorithms, AI video analysis platform, and a 64-channel video intelligent analysis system.

Ningxia Coal Industry Company

Corerain offers its AI deep learning technology and high performance AI accelerators to identify human behavior in the video intelligently, to achieve human behavior analysis in real time, realize timely and effective early warning for irregularities in mine operations, thus preventing hazards and providing a strong help to regulate safety behavior in mines.

Yankuang Group Zhaolou Coal Mine

To ensure the effective implementation of safety decisions, and building upon its established risk prevention and control system, Yankuang Group's Zhaolou Coal Mine leveraged Corerain's integrated AI video analytics platform. Through a phased implementation, they constructed a human-machine collaborative AI video analysis system.This system enables comprehensive perception of the entire mining operation workflow, personnel work behaviors, equipment operational status, and environmental conditions. It enables intelligent awareness of key risks and facilitates rapid risk response, casting a comprehensive safety "net" over the mine.

Tongjia Manpo Ruixing Mining (Non-Coal Mine)

The Tongjia Manpo Dolomite Mine for Magnesium Smelting of Ningxia Ruixing Mining adopted Corerain's integrated AI video analytics solution, which combines computing power, algorithms, and a platform to monitor personnel behavior and environmental risks at the mining operation site in real time. The AI intelligent algorithms can accurately identify anomalies such as failure to wear safety helmets, unauthorized entry into hazardous zones, and smoke or fire, achieving an accuracy rate of over 99%. The system seamlessly integrates with the mine's existing monitoring infrastructure, requiring no replacement of original equipment, which significantly reduces deployment costs.

Yangjiawan Manganese Mine (Non-coal Mine), Tongren, Guizhou

Corerain's AI video analytics solution was integrated with cameras in key areas throughout the mine, enabling 24/7 uninterrupted real-time intelligent analysis. The system accurately monitors personnel attire and behavioral compliance. Upon detecting any anomalies, it immediately triggers an alert mechanism, allowing management personnel to address potential safety hazards promptly. This effectively reduces the probability of safety incidents and lays a solid foundation for the mine's efficient and stable production.

CHN Energy Inner Mongolia Open-Pit Coal Mine

Corerain deployed an integrated AI video analytics system—combining computing power, algorithms, and a platform—for this open-pit coal mine.The system conducts real-time monitoring of environmental risks, personnel behavior, and equipment operational status. For scenarios such as slope collapse, transport vehicle operation status, presence of personnel in truck travel paths, workers' safety gear compliance, and unauthorized entry into operational areas, the system triggers immediate pop-up alerts and activates on-site audio columns for voice warnings upon detecting anomalies. This achieves second-level warnings for risks within the mining area.

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Smart Chemical Industry

Joysuch

Corerain and Joysuch jointly create a "chemical enterprise safety production information platform" solution. Starting from the real needs of chemical enterprises, the solution builds a one-map perception of equipment and environment around "major hazard sources", helping customers complete system construction in aspects such as compliance with systems, management efficiency improvement, timely warning, and true recording of business ledgers.

ADAMA(Syngenta Group)

Corerain establishes an AI video analytics supervision system for this chemical park covering three aspects of environmental protection supervision, to precisely eliminate the occurrence of major dangerous events and management efficiency of the park.

Modern Coal Chemical Industry Demonstration Zone

Through Corerain AI video intelligent analysis platform with an access to the existing 64 channels of cameras in the park, 24-hour real-time analysis of the whole plant and timely detection and alarm of fire, PPE violation, operation violation.

Shandong Lianmeng Chemical Group

To meet the group's safety production needs, Corerain has carried out intelligent transformation and upgrading of the safety production supervision system. It provides an integrated AI video analytics solution to help the company implement unified intelligent management of factory videos.

Heze Yuncheng Chemical Industrial Park

Corerain provided Heze Yuncheng Chemical Industrial Park with an AI-powered intelligent safety supervision solution. Utilizing AI vision analytics technology, the system identifies non-compliant behaviors—such as improper safety helmet usage, smoking, phone use, and unauthorized entry—in real time, as well as detects high-risk situations like open flames, smoke, and liquid leaks, triggering automatic alarms. Additionally, the solution employs aerial observation equipment for rotational monitoring of key areas across the park, ensuring 24/7, full-coverage safety control and significantly improving the efficiency and responsiveness of safety management.

Multiple Pharmaceutical Factories in Jiangxi

In collaboration with industrial internet partners, Corerain developed an intelligent safety production management platform for multiple pharmaceutical factories in Jiangxi. This platform assists factories in achieving intelligent upgrades in safety management across areas including basic safety information management, risk monitoring and early warning, dual prevention mechanism management, personnel positioning management, and comprehensive safety production element management.

Smart Metallurgy

The Large Steel Group

Through Corerain's video system to acheive smart upgrade, combined with deep learning algorithms, it identifies equipment operating status and gives warning of potential accidents, and makes centralized visualization of safety supervision for the key areas within the plant, improving the intelligent management level and reducing the incidence of accidents with technical assurance.

Smart Port

The Port under Shandong Port Group Company

Corerain AI video intelligent analysis platform is constructed with the accuracy rate of various algorithms over 90%, to realize intelligent whole-process supervision of hot work operations, reduce the possibility of port safety accidents, transform from human supervision mode to efficient and accurate intelligent supervision mode, and improve safety management capability

Smart Warehouse

Multiple Fireworks and Firecrackers Warehouses in Yunnan

Corerain, in collaboration with partners, provided an AI video analytics solution for multiple fireworks and firecrackers warehouses in Yunnan. While ensuring full compliance, the solution establishes an intelligent barrier of "7x24 real-time monitoring and intelligent second-level alerts," truly achieving a fundamental upgrade from "human defense" to "technological defense," eliminating risks before they materialize.

China Comservice Supply Chain Warehouse

Based on Corerain's AI video analytics technology, China Comservice has implemented comprehensive safety monitoring for material storage areas across multiple provincial warehouse nodes. The platform integrates multiple algorithms, including safety helmet detection, smoking detection, lane occupancy warnings, and fire/smoke detection, building a multi-layered protection system covering both personnel behavior and environmental safety.

The Chemical Storage Park

Based on video + AI intelligent solutions, Corerain helps the chemical storage park to achieve 24-hour real-time analysis, accurate and timely recognition of abnormal conditions and early warning, to provide strong support for unmanned management, effectively reduce dangerous events in the warehouse, and simplify the storage safety supervision process, reduce costs and increase efficiency.

Smart Park

The Research Institute in Shandong

Corerain AI video analysis platform realizes the functions of visitors management, recognition of smoking, personnel wandering, personnel falling down, and passenger flow counting, all-day warning alert in seconds, and quick positioning of problem floors.The platform accurately identifies the flow direction of people, provides intelligent operation and management with visual basis for decision-making, improving the security performance and management efficiency of the park.

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Smart Metro Station

Southwest Rail Transit Video Analysis Renovation Project

Corerain uses AI video analysis equipment to connect the existing video system, achieving early detection, active prevention, and real-time alerts of abnormal issues, improving supervisors' perception of hidden risks, and helping managers effectively avoid or efficiently handle emergencies.

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Smart Factory

The Famous Beer Group

Corerain provides a complete accelerator-algorithm-platform integration solution, and uses AI video intelligent analysis platform to realize automatic alarming of environmental status and safety operations, timely detection of hidden dangers, and compatibility with the existing equipment, greatly saving manpower and equipment cost, improving safety management from extensive to intensive mode.

XCMG Group

Corerain's AI video analytics solution employs high-precision algorithms to enable real-time monitoring and early warning of critical safety elements in a XCMG crawler chassis production plant, including blocked fire exits, unauthorized access, and improper use of safety helmets and workwear. Powered by the self-developed reconfigurable dataflow AI chip CAISA, the solution delivers high performance and low latency, accurately identifying various abnormal behaviors and environmental risks to ensure a safe production environment. The solution seamlessly integrates with existing monitoring systems, leveraging legacy infrastructure to reduce deployment costs and improve management efficiency, providing robust support for the plant's intelligent safety management.

Henan Cigarette Factory

Corerain's AI video analytics platform was integrated with the factory's existing camera system to provide real-time monitoring and early warning for key areas such as warehouses. The platform accurately identifies various abnormal behaviors and environmental risks, ensuring safety in production zones. Corerain also offers multi-level open APIs, allowing the enterprise to customize the solution as needed, further enhancing its flexibility and applicability.

A National-level Top Beverage Enterprise

Corerain provided an intelligent loading/unloading safety management AI video analytics solution for the company’s factory. This solution upgrades traditional manual supervision and inspection into an intelligent, automated safety protection network capable of around-the-clock monitoring.The system covers all loading/unloading lanes across two plant areas, ensuring that every operational point receives the same level of safety protection. By analyzing the timing and spatial patterns of violations, all incidents are automatically recorded and stored in a structured format, forming a searchable and analyzable safety database. This enables the company to strengthen safety training and management for specific time periods or areas in a targeted manner, creating a virtuous cycle of continuous improvement.

Surface Inspection

The Domestic Microelectronics Group

Corerain AI industrial vision intelligent detection platform is deployed to identify defects such as wafer overdisplay, tarnish, probing, residue and scuffing with an algorithm accuracy of more than 99% and to realize full-line detection and classification accurately and efficiently with an algorithm accuracy of more than 99%, reducing production cost by 50% for enterprises.

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Corerain Technologies is a leading Artificial Intelligence (AI) chip and solutions company, specializing in pioneering reconfigurable streaming AI chip technologies and providing integrated hardware and software turn-key solutions for smart cities, smart energy, EHS management and smart manufacturing.

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Home> Cases>Shenzhen Futian District City Management Bureau

Client Profile Business Challenges Application Solution Implementation results Related Products Relevant cases

Client Profile

As a megacity and one of China's first pilot cities for digital urban management, Shenzhen faces significant and complex challenges in city governance. Futian District of Shenzhen has been actively exploring new approaches to smart city management, implementing key initiatives such as waste classification to advance urban modernization through more efficient governance models.

Business Challenges

Non‑Standardized Waste Sorting

Residents often fail to sort waste correctly, and supervision and processing are lagging. Data collection relies on manual reporting, while the operational status of waste collection vehicles and processing facilities depends on intensive manual inspections, compromising timeliness and accuracy.

High Difficulty in Manual Supervision

Waste sorting supervision primarily depends on manual oversight by inspectors. However, the large number of waste disposal points and residents far exceeds the available management and inspection staff, leading to high pressure on supervision and cleaning efforts, low efficiency, and a lack of intelligent means to monitor and guide resident behavior.

Application Solution

Corerain built a full‑process IoT‑enabled waste sorting perception system for Futian District. Leveraging mobile internet, IoT, 5G communications, big data, cloud computing, and AI technologies, the system adopts leading reconfigurable data‑stream AI chips and an integrated solution for unified video access and cloud‑based analytics. It provides AI perception and analytical capabilities for 831 residential communities, 2,663 waste sorting points, 140 transfer vehicles, and 23 waste treatment facilities in Futian District, significantly enhancing the refined and intelligent management of waste sorting. The system uses AI algorithms to automatically plan collection schedules and routes, and employs big data analytics to understand the current status, patterns, and trends of waste classification, supporting informed management decisions.

Implementation results

实现了垃圾满溢、垃圾桶脏污等事件由天级响应到小时级的响应，推动生活垃圾分类率、居民参与率、投放正确率100%目标的达成，提高生活垃圾回收比例，减少垃圾焚烧对环境的污染，促进了垃圾的资源化利用。

The response time for incidents such as bin overflow and dirty containers has been reduced from days to hours, contributing to achieving 100% targets in waste sorting rates, resident participation, and correct disposal. This improves the proportion of recyclable waste, reduces environmental pollution from incineration, and promotes resource utilization of waste.

从居民垃圾投递、分类收集、车辆运输到垃圾分类处理，环卫行业“人、车、设施”全流程全覆盖监管，数据监管取代人力监管，颠覆传统的督导监管模式，实现精细化和智慧化治理。

The solution enables full‑process, full‑coverage supervision of “people, vehicles, and facilities” across the waste disposal chain—from resident disposal and sorted collection to vehicle transportation and waste treatment. Data‑driven supervision has replaced manual oversight, transforming traditional inspection models and achieving refined and intelligent governance.

Relevant cases

Guang'an City Management Bureau

Corerain provided the Guang’an City Management Bureau with an AI‑powered smart city management video analytics solution, optimizing 30+ surveillance points covering key areas such as major traffic routes and squares.The platform enables automated AI analysis, reporting, task dispatch, and feedback. By integrating with the “Smart City Management” service platform and AI‑generated work orders, it facilitates rapid response and handling of street order management and urban environment issues. This enhances the effectiveness of mechanisms such as “roadside office” operations, street patrols, and coordinated “sanitation + law enforcement” efforts, strengthening the city's off‑site supervision capabilities.