SiteTrax.io is pretrained to detect intermodal containers and recognize standardized ISO 6346 container IDs from day one. The models are already trained across the environmental conditions, asset variations, and real-world capture scenarios containers operate in, so custom container subtypes primarily require training the specific ID format they need SiteTrax.io to recognize.

SiteTrax.io is pretrained to detect chassis in real-world supply chain environments, with standardized chassis identification types ready for recognition when they align to supported ISO 6346 formats. For chassis using company-specific or nonstandard IDs, the asset detection and environmental training are already in place, so training focuses on teaching SiteTrax.io the additional ID format.

SiteTrax.io is pretrained to detect trucks and recognize U.S. DOT numbers without customer-specific model training. That gives operations a standardized truck identifier that can be captured alongside associated assets, timestamps, location, and other event data as the truck moves through the operation.

SiteTrax.io is pretrained to detect trailers across the conditions and configurations found in yards, gates, distribution centers, and over-the-road operations. Because trailer identification is typically company-specific rather than governed by one universal ID standard, SiteTrax.io trains on the customer’s trailer ID format while building on the asset and environmental models already in place.

SiteTrax.io is trained to detect rail cars across real-world rail and intermodal environments, accounting for changing angles, lighting, motion, and asset conditions. Customer-specific training then teaches SiteTrax.io the rail car ID formats and markings that need to be recognized, turning each capture into structured asset and event data.

SiteTrax.io can extend the same capture model to specialized equipment and asset types unique to an operation. The underlying model is trained to account for the asset and the real-world environment it operates in, while customer-specific training teaches SiteTrax.io which visible ID format identifies that asset.