The background is busy
Remove visual distractions such as furniture, posters, shelves, windows, people, or patterned walls behind the subject.
The color is uneven
Clean up backgrounds with shadows, lighting gradients, color patches, or mixed tones that make the portrait look less formal.
Photos come from different places
Standardize employee, student, or visitor portraits collected from phones, webcams, homes, classrooms, or offices.
The photo needs document-style output
Prepare a plain portrait background before cropping, sizing, printing, or exporting the image for ID-style use.