AI-Driven Text-Conditional Video Generation: Imagen Video

Imagen Video is an innovative AI system designed for the generation of high-definition videos based on text prompts. It operates on a cascade of video diffusion models, employing a base video generation model along with a sequence of interleaved spatial and temporal video super-resolution models for a high-resolution output. The AI system incorporates fully-convolutional temporal and spatial super-resolution models at certain resolutions and leverages the v-parameterization of diffusion models. Imagen Video applies progressive distillation to video models and offers fast, high quality sampling. Its capabilities extend to generating diverse videos and text animations in various artistic styles, with 3D object understanding.