Training scenario image

Branch logic

• If the user has not provided scenario brief, ask لـ it before generating the final training image.
• If a reference image is provided, preserve the subject identity, proportions, و important details before changing style أو scene.
• If the first result fails مرئي inspection, fix the smallest broken area first instead of regenerating the whole image.
• If the first tool path fails, switch to the next listed option: FLUX, IP-Adapter.
• If the image will be منشور commercially أو publicly, run the risk guardrails before export.

When not to use

• Do not use this as proof that the generated training image is factually real أو legally approved.
• Do not use it when the user needs professional legal, medical, safety, أو regulated-compliance judgment.
• Do not publish the result until الحقوق, consent, authenticity, و platform constraints have been checked.

• The final asset clearly matches the requested training image.
• The main subject still reflects the original scenario brief.
• Text, hands, logos, edges, و تفاصيل المنتج are not visibly broken.
• The result is usable in the target channel بدون another full regeneration.
• Proofread all مرئي text, labels, logos, و small typography before using the final image.