Task by Task · Free local practice

Know when to return to the original portrait

Actual cut-out history described; replacement masking workflow not claimed tested. This example runs locally; files selected here stay in browser memory.

Choose the next version's authority

Both actual attempts changed appearance. Keep the original as authority and use a source-pixel removal route; another generation is not automatically a repair.

Take the technique to your next job

Compare my untouched source, actual candidate and intended use. Classify the observed issues as file/export, destination crop, background boundary, changed source appearance or missing source detail. State visible evidence and uncertainty for each. Suggest the narrowest useful next action. Do not assume another generated portrait is needed and do not claim hidden source detail can be recovered accurately.

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