This paper proposes a lightweight violent behavior recognition model. DualCascadeTSF-MobileNetV2. which is improved based on the temporal shift module and its subsequent research. By introducing the Dual Cascade Temporal Shift and Fusion module. https://thebrickes.shop/product-category/bunk-bed/