Consistent Image Generation

Methods and methodologies designed to maintain visual continuity—including character identity, artistic style, environmental lighting, and object permanence—across multiple outputs from generative models.

Key Workflows & Techniques

• json-Driven Prompting: Utilizing json structures to define and lock specific visual parameters, ensuring repeatable results across DALL-E 3 and gemini sessions.
  • Employs specialized custom GPTs (e.g., “JSON Image Creator V.3”) to automate the generation of structured data for precise control.
  • Facilitates advanced Storyboarding by providing a standardized framework for sequential image creation.
  • Reference: 2026 04 26 Gemini and DALL E 3 Workflow Consistent AI Image Generation Using JSON

Source Notes

• 2026-04-26: [[lab-notes/2026-04-26-Gemini-and-DALL-E-3-Workflow-Consistent-AI-Image-Generation-Using-JSON|Gemini and DALL-E 3 Workflow: Consistent AI Image Generation Using JSON]]