photo-studio-skill

Generate AI portraits and group photos by running the interactive CLI wizard, which automates Seedream 4.5 API integration for multi-reference fusion. The workflow supports portrait, couple, and family modes to produce professional images.

Multi-reference fusion is an image-to-image generation technique that merges multiple source photos using Seedream 4.5. It creates cohesive celebrity, couple, or family portraits by blending facial features and styles from provided references.

Yes, the AI portrait workflow supports CLI-driven execution and agent-mode compatibility. It provides deterministic prompts and on-demand resources, allowing seamless integration into automated image generation pipelines.

Yes, opencv-python and numpy are required dependencies for local image preprocessing. They handle array operations and image manipulation before sending data to the Volcano Engine Seedream 4.5 API for final generation.

Seedream 4.5 AI group photos depend on robust error handling and state management to manage API rate limits and network failures. Complex multi-reference fusion may require multiple iterations to achieve desired facial consistency.

Create professional AI posters by selecting the series or poster mode in the CLI wizard. This approach leverages Seedream 4.5 for deterministic prompt generation and consistent styling across multiple image outputs.