Building Reliable Workflows

While AI image models have grown remarkably powerful in recent years, achieving the perfect visual from a prompt alone remains challenging. The inconsistent "hit rate" of AI generation can be frustrating for professionals seeking reliable results. 

Scenario solves this through comprehensive workflows that combine multiple tools and models, for production-ready, style-consistent assets in minutes rather than weeks. This unified approach transforms AI image generation from an unpredictable experiment into a reliable production pipeline, offering unprecedented productivity gains for creative professionals and teams.

See an example of a workflow below, and check out section 6 for a more detailed description of how to make the most of the Suite with custom workflows.

7-Step Character Model Workflow

1. Prepare Your Training Images (Dataset) and Train Your Character Model

   • To create a character model, start with at least 5 images you own or generate using a well-crafted prompt and one of our platform models.

2. Train Your Character Model

   • Create a new model and add the training images, adjust the captions if necessary, and train.

   • For multiple characters, you can compose models to generate them together within the same image.

3. Test and Refine the Model

   • After training, test various prompts and fine-tune them to produce images matching the style and traits of your training set.

   • When you’re satisfied with the results, pin the selected images so that Prompt Spark can use their prompts to help generate or refine your own.

4. Control Generations with Reference Images

   • Add a reference image and ControlNet Pose mode to extract a pose from a reference image and generate your character in that precise position.

   • Use Image-to-Image for subtle variations within the same composition, or Style Reference to incorporate specific clothing.

5. Retouch with Inpainting & Canvas

   • Use Retouch to edit images by adding or removing elements, or to make targeted corrections with sketches, leveraging layers for smooth edits.

   • With Scenario Live, you create a simple sketch on the canvas on the left, while the image is generated in real time on the right based on the model and prompt.

6. Expand with Outpainting

   • Expand the scene while keeping the style consistent. Changing orientation and aspect ratio by filling empty areas with newly generated backgrounds.

7.  Enhance & Upscale

   • Finalize the image by increasing the resolution and adding details using the Enhance tool. With this, you can choose between the Precise, Balanced and Creative presets to control the level of creativity applied to the upscaled image.

Scenario empowers creatives to achieve high-quality, consistent visuals, while providing the flexibility to refine and scale their work efficiently. Refer to section 6 for a more detailed explanation of workflows and best practices.