Storyboard GUI for Multimodal Video Generation Under Memory Limits

The graphical user interface enables users to input prompts through multiple modalities including text boxes, image uploads, video uploads, and audio recordings, allowing a single interface to serve multiple input functions simultaneously. This multi-functional approach resolves the contradiction by expanding input versatility without requiring separate specialized interfaces for each input type.

The interface is divided into distinct functional components: a text box for text input, an image upload button for visual input, a video upload button for temporal visual input, and an audio recording button for auditory input. Each segment handles a specific input modality independently, allowing the system to process diverse input types through organized, manageable interface elements rather than a monolithic complex interface.

The video generation process is divided into discrete frame processing steps, where the model generates one frame at a time rather than processing the entire video sequence simultaneously. This segmentation reduces the memory burden by breaking down the large-scale video generation task into smaller, manageable units that fit within available memory capacity.

The system employs iterative generation where the model produces video frames in periodic steps, generating a frame, evaluating it, then proceeding to the next frame. This periodic action allows memory to be released and reallocated between generation steps, enabling video generation capability while managing memory constraints through rhythmic processing cycles.