Container Damage Detection (CDD)

Container Damage Detection (CDD)

Ability Intelligent’s Container Damage Detection (CDD) system uses AI and computer vision to automate inspection of container exteriors, identifying dents, cracks, deformations, and seal issues more quickly and accurately than manual checks. With high-resolution imaging and deep learning analysis, it marks damage locations, generates instant reports, and operates reliably under varying lighting and weather. The system integrates with port and warehouse platforms for centralized tracking, historical records, and improved maintenance and logistics efficiency.

System Architecture Contact Us Now

AI Recognition Items

高解析度

Dent and Deformation Detection

Uses deep learning image models—artificial intelligence algorithms trained on 
large numbers of images—to automatically detect dents, deformations, or bends 
on the container surface and determine the location and severity of damage.

全彩夜視

Scratch and Fracture Identification

The system automatically analyzes surface images to identify scratches, cracks, 
and holes, distinguishing between new and existing damage.

防塵防水等級

Seal Integrity Detection

The system automatically inspects container seals to determine integrity and detect signs of replacement or tampering, ensuring secure transport.

AI 智能偵測功能

Stain and Corrosion Inspection

The system automatically detects stains, rust, or corrosion on the container surface, 
helping to prevent long-term damage and support maintenance planning.

多元電源供應

Label and Container Code Recognition (OCR)

Through AI Optical Character Recognition (OCR)—a technology that converts images 
of text into computer-readable characters— the system automatically reads the container numbers, labels, and logistics information, minimizing human reading errors.

網路輸出

Damage Classification 
and Risk Assessment

The system automatically analyzes damage characteristics and classifies them by severity, providing repair or claim recommendations for management.

邊緣運算能力

Historical Image Comparison

The system compares the current container image with historical records to automatically detect new damage or changes.

壓縮格式

Anomaly Alerts and
Real-Time Reporting

The system automatically issues alerts and generates inspection reports when damage exceeds thresholds to support management decisions.

Key Features

Container Damage Detection (CDD)
Container Damage Detection (CDD)

  • 高精準度檢測

    透過 AI 深度學習模型自動辨識凹陷、刮痕、破損、變形及封條異常，降低人工疏漏率。

  • 自動化作業

    無需人工巡檢，系統可全天候自動掃描貨櫃外觀，提升作業效率。

  • 即時報告生成

    損傷偵測後即時生成報告，提供損傷位置、類型及嚴重度，支援維修與理賠決策。

  • 環境適應性強

    可應對各種光線、天氣與環境條件，包括強光、逆光、雨天及夜間操作。

  • 多貨櫃尺寸與型號支援

    適用不同類型與尺寸的貨櫃，滿足港口、物流中心及倉儲場域的多樣化需求。

  • 智能資料管理

    支援雲端或本地端儲存歷史檢測紀錄，可追蹤貨櫃損壞變化，便於長期監控與維護。

  • 彈性整合能力

    可與港口管理系統（PMS）、倉儲管理系統（WMS）及物流追蹤平台整合，實現資料集中與自動化管理。

  • 風險分級與異常警示

    系統可自動評估損傷嚴重度，對異常或高風險損傷自動發出警示，保障作業安全。

 

Application Fields

停車場管理

Ports and Terminals

Automatically inspects inbound and outbound containers for exterior damage, improving clearance efficiency and reducing manual inspection effort.

智慧交通號誌

Logistics Centers and Warehouses

Automates check-in/check-out inspections, quickly identifying exterior damage to streamline warehouse operations.

違規取締

Transportation and Freight Companies

Monitors containers in transit, detecting damage and generating real-time reports for claims and liability management.

園區與企業門禁

Container Leasing and Maintenance Companies

Provides real-time damage detection, repair recommendations, and historical records to support maintenance planning.

停車場管理

Supply Chain Management

Integrates container condition data with logistics systems to increase visibility, reduce risk, and improve supply chain efficiency.

智慧交通號誌

Port Security and Public Safety

Enhances security by detecting abnormal or high-risk containers in real time across port operations.

違規取締

Large Warehouses and Industrial Parks

Enables automated inspections across multiple sites, reducing labour needs and supporting diverse container types and locations.

園區與企業門禁

International Trade and Export Companies

Ensures containers remain intact throughout transport, lowering claims and maintenance costs while improving cargo flow.