DragNUWA is a video generation tool that enables the transformation of actions into camera movements or object movements by directly manipulating backgrounds or images, resulting in corresponding videos. DragNUWA 1.5 is based on stable video diffusion technology, allowing images to move along a specific path. DragNUWA 1.0 utilizes text, images, and trajectories as three crucial control factors, promoting highly controllable video generation semantically, spatially, and temporally. Users can clone the repository via Git, download pre-trained models, and generate animations by dragging and dropping images on their desktop.