Choose the visual direction
Start with one subject, composition, aspect ratio, and intended use. Pick a model that matches the desired type of image instead of changing models after every generation.
Refine one control at a time
Keep the core prompt and seed where appropriate, then adjust references, style strength, composition, or detail separately so you can tell which change improved the result.
Save the creative recipe
Record the model, version, prompt, negative prompt, seed, references, settings, permissions, and finishing edits for any image or video you plan to reuse.
Step-by-step workflow
Follow these stages in order, then revisit only the part that needs improvement.
- Write the creative intent and rights constraints before browsing styles.
- Select a model or workflow that matches the subject and output format.
- Use original or authorized references and document their source.
- Generate a controlled batch with one variable changed at a time.
- Refine composition, identity and fine details before adding motion.
- Record model, prompt, seed and license context with the final asset.
If the result is not working
Return to the earliest weak stage. Improve the source, simplify the direction, or shorten the output before spending more credits on finishing.
Explore more
AI image generator, AI video generator, image-to-video, model directory, pricing, and alternatives.
Official reference: SeaArt AI official source ↗