Isolate subject as transparent cutout

Branch logic

• If the user has not provided imagem fonte, ask para it before generating the final transparent subject.
• If a reference image is provided, preserve the subject identity, proportions, e important details before changing style ou scene.
• If the first result fails visual 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: LayerDiffuse, Recraft.
• If the task depends on masks, text, ou object edges, inspect those details at full size before accepting the saída.

When not to use

• Do not use this as proof that the generated transparent subject is factually real ou legally approved.
• Do not use it when the user needs professional legal, medical, safety, ou regulated-compliance judgment.

• The final asset clearly matches the requested transparent subject.
• The main subject still reflects the original imagem fonte.
• Text, hands, logos, edges, e detalhes do produto are not visibly broken.
• The result is usable in the target channel sem another full regeneration.