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Process
Images are transmitted to RailState's cloud infrastructure and processed by computer vision and machine learning models. The system extracts structured data from every car — equipment type, car ID, AAR code, commodity classification, hazmat UN numbers, container ownership, railroad operator, and direction of travel. Each observation is enriched with capacity estimates, train-level aggregation, and quality checks.
ML Machine Learning Classifications
40+ Data Fields per Train and Rail Car
Enriched with Industry Data