We're exhibiting at EMBEDDED VISION SUMMIT 2025 | MAY 20-22 May, 2025 | Santa Clara, California, USA. Schedule meeting now!

Container OCR

Streamline container movement, reduce idle times and boost security.

OCR-banner

Accelerate cargo flow and eliminate errors 

Container ocr

Container OCR simplifies, expedites and automates container tracking and management, thus making it error-free. It accurately captures and registers container codes along with the time and data. Not only does it help managing the stacked containers, but it also makes the entry/exist faster and contributes to the safety of the depot by denying entry to any unauthorized vehicle.

Our holistic view to challenges and features

Challenges

Inaccurate Code Readings

Inaccurate Code Readings

Manual processes often result in missed or incorrect container codes. It leads to shipment delays and errors.

Lack of Adaptability

Lack of Adaptability

Standard systems struggle to handle varied container sizes and orientations. It requires manual adjustments.

Operational Delays

Operational Delays

Slow identification and registration processes create bottlenecks in cargo movement and tracking.

Unreliable Barcode Scanning

Unreliable Barcode Scanning

Poor lighting, damaged surfaces or movement reduce the success rate of barcode scanning.

Features

99%+ OCR Accuracy

99%+ OCR Accuracy

AI Container OCR ensures precise ISO code recognition by reducing human error and increasing reliability.

Multi-Angle Code Detection

Multi-Angle Code Detection

Effortlessly reads both horizontal and vertical text by allowing seamless operation across container types.

Real-Time Processing

Real-Time Processing

High-speed image and video analysis enables rapid scanning. Even for moving containers by improving efficiency.

Robust Barcode Recognition

Robust Barcode Recognition

Accurately reads barcodes in low light, on damaged surfaces and in motion. It ensures dependable tracking.

Manual container identification processes can lead to up to 30% errors. OCR reduces this to less than 1%. 

Contact Us

Who benefits from Container OCR?

Container OCR is beneficial for a wide range of stakeholders within the global supply chain as it transforms how goods are handled by them.

OCR-3
  • Shipping & Logistics Companies
  • Ports & Terminals
  • Freight Forwarders
  • Government Agencies

Building and deploying process 

Building and deploying process - Container OCR
Camera placement

Camera placement

High-resolution cameras are strategically placed to capture images of container codes across various scenarios.

Data acquisition & preparation

Data acquisition & preparation

Diverse dataset of container images is gathered, annotated and augmented to train a robust model.

Model development & training

Model development & training

A deep learning model like CNN is trained on the prepared dataset. The hyperparameters are optimized for optimal performance.

Integration & deployment

Integration & deployment

The trained model is integrated in existing systems and deployed for real-time processing, with speed and efficiency.

Insights on innovation

Stay updated with the trending and most impactful tech insights. Check out the expert analyses, real-world applications, and forward-thinking ideas that shape the future of AI Computer Vision and innovation.

July 31, 2025 - 8 minutes to read

How AI-Powered OCR & ANPR Are Transforming the Transportation & Logistics Industry

Every second, millions of goods traverse ports, highways, city roads, and warehouse facilities. It is powering everything from household e-commerce deliveries to global manufacturing operations. Behind this intricate system is a lots of amount of paperwork, identification, verification, and human labour. For decades, the industry’s backbone has been manual checks, handwritten logs, and physical approvals. […]

Read More

Ruchir Kakkad

CEO & Co-founder

July 31, 2025 - 11 minutes to read

Reducing Lost Containers in Yards – The Role of Computer Vision

Modern container ports handle immense volumes of cargo, moving millions of containers through their yards each year. Amid this scale, even a tiny fraction of misplaced containers can cause significant operational losses. A lost container in the yard, typically one put in the wrong slot or recorded incorrectly, can cause shipping delays, extra labor, and […]

Read More

Ruchir Kakkad

CEO & Co-founder

July 31, 2025 - 14 minutes to read

Transforming Port Operations with Gate Automation Technologies

Modern ports are very busy hubs handling thousands of truck and cargo entries and exits daily. Managing this flow efficiently is critical, especially as India’s ports and global trade volumes continue to grow. Yet traditionally, port gate operations including verifying vehicle credentials, recording container details, inspecting cargo have been labor-intensive and prone to delays. The […]

Transportation
Read More

Ruchir Kakkad

CEO & Co-founder