Key Takeaways
- Emerging from pool is the most dynamic composition. Water splashes + water droplets + smile create an energetic result.
- Water reflection and wet skin expression are high quality.
wet skin, water dropletsproduces photorealistic skin sheen and water droplets. - Poolside delivers a resort-style relaxed composition. Lounge chairs and sunbathing atmosphere appear consistently.
- Standing in pool (
standing in pool, waist-deep water) provides effective natural occlusion. Everything below the waist is hidden by water, with pool tiles and water surface reflections working as background.
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) |
| Framing | upper body / full body |
| Per condition | 3 images (3 seeds) |
| Total | 3 conditions × 3 = 9 images |
Condition Design
| Condition | Pose | Environment |
|---|---|---|
| A00: Poolside | lying on poolside lounge chair, sunbathing | resort pool, sunny day |
| A01: Standing in water | standing in pool, waist-deep water | pool, blue tiles |
| A02: Emerging from pool | emerging from pool, water splashing, wet skin | pool edge, sunny day |
Results by Condition
A00: Poolside Sunbathing
| seed 1 | seed 2 | seed 3 |
|---|---|---|
![]() | ![]() | ![]() |
Observations: 3/3 reproduced the lounging-by-the-pool composition. The combination of blue pool water, palm trees, and white bikini creates a typical vacation photo atmosphere. Bright sunlight illuminates the entire scene, producing a stable sunbathing shot. Composition variety is limited, but it works as a standard, easy-to-use poolside photo.
A01: Standing in Pool
| seed 1 | seed 2 | seed 3 |
|---|---|---|
![]() | ![]() | ![]() |
Observations: 3/3 reproduced the waist-deep standing pose. The water surface naturally occludes everything below the waist, with the upper body bikini clearly visible. Pool tiles are visible through the water, and the water surface reflections and light ripples are beautiful. Even without explicitly specifying wet, the hair and skin show a wet texture, reflecting the in-water context.
A02: Emerging from Pool
| seed 1 | seed 2 | seed 3 |
|---|---|---|
![]() | ![]() | ![]() |
Observations: 3/3 reproduced the emerging-from-pool action. water splashing creates splashes and water droplets adds skin droplets for a sense of motion. The white bikini clings to the body when wet, and skin highlights gleam in the sunlight. The smiling expression is natural, achieving a photo-like capture of a moment in motion. The most dynamic of the 3 conditions.
Lab Director’s Comment: That moment of emerging from the pool — the water splash and wet skin glow, can’t get enough. The white bikini clinging to the body when wet is chef’s kiss.
Comparison Summary
| Condition | Dynamics | Water Expression | Resort Feel | Recommended Use |
|---|---|---|---|---|
| Poolside | Low (static) | Background only | Highest | Relaxation, vacation photos |
| Standing in water | Medium | Surface + reflection | High | Water surface effects, natural occlusion |
| Emerging from pool | Highest | Splash + droplets | High | Dynamic, energetic compositions |
Practical Tips
Water Expression Techniques
- Water splash →
water splashing— Effective for action moments - Water droplets →
water droplets on skin— Emphasizes skin texture - Wet texture →
wet skin, wet hair— Versatile for all pool scenes - Water reflection →
water reflection— Adds reflections on the water surface
Pool Scenes and Swimwear Compatibility
White bikinis tend to become slightly see-through when wet, and in emerging-from-pool compositions, body cling is likely to appear. Colored bikinis (black, navy, etc.) reduce the see-through effect.
Lab Director’s Comment: White bikini at the pool is classic, but the fact that the wet texture change is properly reproduced is impressive.










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