Research Article

A New Video-Based Crash Detection Method: Balancing Speed and Accuracy Using a Feature Fusion Deep Learning Framework

Table 3

Model 6 versus the C3D model in detection accuracy and speed.

ModelTrain accuracy (%)Test accuracy (%)Parameters (MB)FLOPs/per video (B)FPS

C3D [30]99.8967.22249.99574.3614
Model 696.5887.7824.22265.2630