Key Takeaways
white frilly apron over black dressproduces the most decorative, maid-like apron. The frilly white apron + black dress combination is similar to the maid outfit test, but paired with a kitchen background it creates a “cooking maid” vibe.waist apron with pocketsgives a cafe-style half apron. A waist-down apron with a practical, utilitarian look.waitress uniform with half apronproduces a waitress uniform. Pairs well with restaurant backgrounds.cooking apron over casual clothescreates an everyday cooking apron. Spatula-holding poses emerge naturally.- The background defines the apron’s “context.” kitchen = cooking, cafe = barista, restaurant = serving.
Experiment Design
| Parameter | Value |
|---|---|
| Model | z-image-turbo (6B, photorealistic distilled) |
| Steps | 8 |
| CFG | 1.0 |
| Size | 1024x1024 |
| Seeds | 3 fixed (shared across all conditions) |
| Per condition | 3 images (3 seeds) |
| Total | 4 conditions × 3 = 12 images |
Results by Condition
A00: Frilly Apron
| seed 1 | seed 2 | seed 3 |
|---|---|---|
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Observations: A white frilly apron over a black dress. The kitchen background (stainless countertops, cooking utensils) adds a lived-in feel. Similar to the classic maid from the maid outfit test, but the kitchen setting shifts the impression from “mansion maid” to “girl who loves cooking.”
A01: Waist Apron
| seed 1 | seed 2 | seed 3 |
|---|---|---|
![]() | ![]() | ![]() |
Observations: A waist-down half apron. Combined with a white blouse, it creates a cafe staff look. Mostly denim or canvas-material aprons with pockets.
A02: Waitress Apron
| seed 1 | seed 2 | seed 3 |
|---|---|---|
![]() | ![]() | ![]() |
Observations: Waitress uniform with a half apron. The restaurant background sets the scene for a serving scenario.
A03: Cooking Apron
| seed 1 | seed 2 | seed 3 |
|---|---|---|
![]() | ![]() | ![]() |
Observations: A cooking apron over casual clothes. The holding spatula prompt partially reproduced the spatula-holding pose. Gives a homey “girlfriend cooking for you” feel.
Lab Director: The frilly apron in a kitchen hits different from a maid outfit – there’s this domestic charm to it. Naked apron is covered in a separate article.
Practical Tips
- Decorative apron:
frilly apron over black dress+kitchen background - Cafe style:
waist apron+cafe interior - Background changes context – the same apron reads differently in kitchen/cafe/restaurant settings














![[Experiment] Naked Apron Prompts — Output Differences Between naked apron vs nude apron, and Angle-by-Angle Reproduction](/tips/naked-apron-test/B_seed42_0_0000_42.webp)


