pico-motion-image-to-video converts a single image into a smooth 4-second, 720p video in under ~10 seconds, balancing speed, quality, and affordability. Built on diffusion-based video generation, it infers realistic motion with strong temporal coherence for portraits, products, and simple scenes. For best results, use high-resolution, well-lit inputs and, if supported, add clear motion cues (e.g., “camera pan left,” “gentle breeze through hair”). Avoid ambiguous or heavily occluded images to reduce artifacts. Iterate quickly: generate, review, and refine the input or motion description. Ideal for rapid prototyping, social posts, e-commerce animations, and dynamic avatars where fast turnaround matters.
