Editing AI-created portraits to achieve a high-end, realistic finish requires attention to detail and a thoughtful approach that preserves natural human qualities while correcting artificial artifacts. Start by analyzing the light distribution. AI models sometimes produce inconsistent shadows or excessively uniform brightness. Use non-destructive exposure controls to fine-tune brightness, contrast, and highlights, ensuring the light mimics directional studio lighting and resembles daylight or softbox illumination. Avoid aggressive clarity boosts, which can make skin appear waxy or artificial; instead, apply gentle detail enhancement only to the pupils and strands to accentuate texture without introducing artifacting.

Next, examine the skin texture. AI-generated portraits commonly generate plastic-like surfaces or artificial textures mimicking grain. Use a content-aware patch with restraint to smooth imperfections, but retain some texture to ensure realism. A slight amount of noise or grain can enhance perceived depth and recommended site make it feel photographically authentic. Avoid smoothing the entire face—focus on problem areas like forehead shine, uneven tone, or ghosting around the jawline.
Pay close attention to the ocular region. AI frequently distorts pupil shape or distorts iris detail. If the eyes appear dull or vacant, manually rebuild eye reflections using a precise highlight tool in luminosity mode. Adjust the saturation and brightness of the irises slightly to reveal authentic pigmentation, but avoid hyper-saturated results. Eyelid framing may also appear too uniform or overly bold; refine them with a fine brush to create individual strands and ensure they mimic biological orientation.
Check the side profile, neckline, and scalp edge for disconnected elements. AI often creates unnatural seams in these areas. Use a dodge and burn with low flow to smooth transitions between head and shoulders. Hair edges can look frayed or digitally rendered—blend with a gentle smudge and harmonize with adjacent skin or fabric. If the hair color appears patchy, apply a subtle hue adjustment to restore harmony while retaining natural contrast.
The image environment are often visually discordant or low-quality. Replace them with clean, neutral tones that enhance visual balance. Avoid distracting patterns or textures that pull focus away from the subject. Use precision lasso and refine edge to separate the figure cleanly, then match tone and warmth to align with subject lighting.
Finally, perform a global color balance check. AI images can lean unnaturally toward cool or warm tones depending on the model interpretation. Use a white balance tool to correct color deviations, and faithful to the real-world context. Always view the image at full resolution and also at a reduced size to spot flaws overlooked at high magnification.
Save your final version as a lossless uncompressed master file, and keep a layered source file for future edits. Remember, the goal is not to make the portrait look perfect in a synthetic way, but to make it look convincingly real—like a photograph taken by a skilled photographer. Calm editing and psychological accuracy are the essential qualities for believable results.