From any snapshot to a government-spec photo — in four AI steps you can watch.
Most passport-photo tools hand you a black box. We don't. Every photo runs the same four-step pipeline — remove the background, crop to spec, and finish with an identity-locked AI enhance — and below you can see each step on real, diverse faces.
The four steps, on real faces
Follow each row left to right: the original photo, the background replaced with clean white, the passport crop, and the final AI-enhanced result. Same person, every time.
- 1
Original
The raw photo you upload — any background, any framing.
- 2
Background removed
Our matting models cut the subject onto clean white, hair intact.
- 3
Cropped
Auto-framed to the passport aspect with the right head size and position.
- 4
AI enhanced
Identity-locked AI evens the lighting and finishes a compliant photo.
1. Original
2. Background removed
3. Cropped
4. AI enhanced
1. Original
2. Background removed
3. Cropped
4. AI enhanced
1. Original
2. Background removed
3. Cropped
4. AI enhanced
1. Original
2. Background removed
3. Cropped
4. AI enhancedCompare a cutout up close
Drag the slider to compare an original against the auto-replaced white background. Each cutout is produced by our RVM-based AI background-removal pipeline.








How we pick the model
We run an open bake-off across general-purpose matting and segmentation models — including RVM, MODNet, BiRefNet, and SAM2 — measuring edge quality on hair, glasses, and skin tones from light to dark. No single model wins everywhere, so we test on a deliberately diverse set of faces and ship the best all-round fit. The result is a clean white background with the wisps of hair intact, not a cardboard cutout.
Models evaluated include open, non-proprietary options such as RVM, MODNet, BiRefNet, and SAM2.
Tested across people, not just photos
A cutout that looks great on one face can fail badly on another. We intentionally evaluate across gender, age, skin tone, and hair type — bald, short, curly, coily, and long — so the background removal you get works for you, whoever you are.
See it on your own photo
Upload any photo and we'll auto-crop, replace the background, and validate it against government specs — you only pay when it passes.
Image credits
The demonstration portraits below are public-domain or CC0 images from Wikimedia Commons, used here only to illustrate background removal. Each links to its source and license.
- Woman with short black hair at a podium in front of a colorful banner — Source: Wikimedia Commons ↗ · License: Public domain · U.S. Department of Housing and Urban Development
- Man with short hair and a goatee in a tight frontal headshot — Source: Wikimedia Commons ↗ · License: Public domain · USDAgov
- Young man with short hair photographed on a city street — Source: Wikimedia Commons ↗ · License: CC0 · Ahsan Mahim Ʒaaz
- Woman with curly dark hair in a frontal headshot — Source: Wikimedia Commons ↗ · License: Public domain · U.S. Department of Agriculture