The data to be translated: Motion-I2V is an innovative video generation model capable of producing coherent and controllable videos from static images. It supports automatic image transformation, explicit motion modeling, and allows users to precisely control the motion trajectory. It also features the ability to convert videos into different styles without the need for additional training samples. The working principle explicitly considers the movement of objects, resulting in videos that are both visually coherent and precisely controllable in motion.