Core System Modules
Container Detection
- AI-Based Detection: Uses deep learning models to identify containers from live video streams.
- Multi-Angle Recognition: Detects containers from different positions and orientations.
- Real-Time Processing: Instantly detects moving containers at entry and exit points.
- Robust Performance: Works under varying lighting, weather, and background conditions.
- High Throughput: Capable of handling thousands of containers daily without delays.
Text Detection & OCR
- ISO Standard Recognition: Extracts container ID and ISO codes accurately.
- Semantic Segmentation: Identifies exact regions where text is present on containers.
- Advanced OCR Engine: Converts image text into machine-readable format.
- Low Contrast Handling: Works on faded, dirty, or partially damaged containers.
- Multi-Frame Processing: Combines multiple frames to reduce motion blur and improve accuracy.
Character Detection & Classification
- Character Segmentation: Breaks detected text into individual letters and digits.
- Intelligent Classification: Classifies each character using trained AI models.
- ISO Structure Validation: Validates container ID format (owner code, serial number, check digit).
- Confidence Scoring: Assigns accuracy scores for each detected character.
- High Accuracy: Achieves up to 99% accuracy in character classification.
System Features & Benefits
- Real-Time Identification: Instant container recognition within milliseconds.
- High-Speed Operation: Works efficiently with moving vehicles up to 40 km/hr.
- Error Reduction: Eliminates manual data entry and human errors.
- Customs & Port Integration: Supports automated verification at terminals and checkpoints.
- Scalable Architecture: Suitable for small terminals to large logistics hubs.
- Secure Data Logging: Stores container data for tracking and auditing.
- Automation Ready: Integrates with cranes, weighbridges, and ERP systems.
