Pittsburgh residents were reminded of the sad state of city bridges with the emergency shut down of the Herron Avenue Bridge.

To tackle these under-explored issues, we propose a novel BridgeNet framework, which extracts comprehensive and discriminative intermediate Bridge Features, and conducts interactions based on them.