2026-05-29 · 5 min read
How Many Selfies Do You Need for AI Headshots?
The single biggest factor in how good your AI headshots turn out is not the tool — it is the selfies you feed it. Garbage in, garbage out. Good variety in, professional photos out. Here is exactly what to upload.
The short answer: 10-15 selfies
Most AI headshot tools ask for somewhere between 8 and 20 photos. The sweet spot is 12. Fewer than 8 and the model does not learn your face well enough — you get photos that only kind-of look like you. More than 20 and you hit diminishing returns; extra mediocre photos can actually dilute the training.
Variety matters more than count
12 varied selfies beat 30 identical ones. Aim for this mix:
- Angles: 4 straight-on, 4 three-quarter (face turned ~30°), a couple in profile.
- Expressions: neutral, slight smile, full smile, looking slightly away. The model learns your range.
- Lighting: indoor by a window, outdoor daylight, maybe one in evening light. Varied lighting helps the model generalize.
- Wardrobe: mix a t-shirt, a sweater, a button-down. The AI generates suits and blazers on top, but varied inputs help.
- Distance: mostly head-and-shoulders, a couple slightly wider.
What to avoid
- Sunglasses or hats — they hide the features the model needs to learn.
- Other people in frame — the model can get confused about which face is yours.
- Heavy filters or beauty mode — trains the model on a fake version of you.
- All identical photos — same angle, same shirt, same room. No variety = flat results.
- Very low resolution or blurry — the model learns the blur.
- Wide-angle distortion — phone wide lenses exaggerate your nose. Use 2x zoom.
A 10-minute selfie session
- Stand 1-2m from a window with even light.
- Use 2x zoom on your phone (telephoto, not wide).
- Take 4 straight-on shots with different expressions.
- Turn 30° left, take 3. Turn 30° right, take 3.
- Change shirt, repeat a few.
- Go outside, take 3 in daylight.
- Pick the 12 sharpest. Done.