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://www.rivervalleydanceac.com/product-category/vertical-flags-outdoors-2/