CUE-Net: Efficient Violence Detection in Video Surveillance using Spatial Cropping, Enhanced UniformerV2, and Modified Efficient Additive Attention

CUE-Net, a novel architecture that combines spatial cropping, an enhanced version of the UniformerV2 model, and a Modified Efficient Additive Attention mechanism, achieves state-of-the-art performance on violence detection in video surveillance datasets.