video-gen

Yes, you can batch generate videos from scripts using the batch_generate.py script. It processes a complete workflow from script to storyboard prompts and renders final video outputs in production-like pipelines within your specified output directory.

Yes, the video generation workflow works with Kling Omni and Seedance2 models. It features subject and reference object mapping capabilities to ensure consistency across generated storyboard scenes and final video outputs.

Manual confirmation of storyboard prompts is optional. The workflow supports both Auto mode for fully automated end-to-end video generation and Manual mode for human confirmation, adhering to unified I/O path conventions.

To manage multi-episode pipelines, use a unified workflow that coordinates prompt generation, asset mapping, and delivery orchestration. It integrates Claude-like subagents for prompts and Gemini for video review to ensure quality.

Yes, automated video generation works with Pillow and opencv-python dependencies. The pipeline also requires google-genai and tqdm, using these libraries to handle image processing, video generation, and batch progress tracking.