Key Takeaways
- Condition A (high heels) produced stable, leggy compositions in 3/3 outputs. Combined with
crossed legs sitting on chair, the framing naturally captures the heels and legs together. - Condition B (bare feet/soles) showed the most variance. Even with
close-up of soles, the framing tends to include the full body rather than focusing on the feet alone. One output had mosaic artifacts on a foot. - Condition C (stocking toes) was the most stable.
close-up of toes in stockingsreliably produced sheer stocking toe depictions in 3/3 outputs, with convincing fabric transparency.
Experiment Design
| Parameter | Value |
|---|---|
| Model | z-image-turbo |
| Seeds | 3 fixed (different seed range per condition) |
| Total | 3 conditions x 3 = 9 images |
Conditions
| Condition | Feet Specification |
|---|---|
| A | black high heels, close-up of feet in heels, crossed legs sitting on chair, sheer stockings |
| B | bare feet, close-up of soles, lying on bed face down |
| C | sheer black stocking feet, close-up of toes in stockings, sitting on sofa |
Base Prompt
Each condition varies the pose, background, and footwear as a set, exploring compositions that work for feet-focused imagery.
Condition A: High Heels + Crossed Legs
| seed 5400 | seed 5401 | seed 5402 |
|---|---|---|
![]() | ![]() | ![]() |
Observations: All 3 outputs produced black pointed-toe pumps with sheer stockings. The crossed-legs seated pose frames the composition from heels to above the knees. Rather than an extreme close-up of just the feet, the result is a “leggy” composition that includes the full leg line. Stocking sheerness is visible in all 3 outputs.
Condition B: Bare Feet / Soles
| seed 5410 | seed 5411 | seed 5412 |
|---|---|---|
![]() | ![]() | ![]() |
Observations: All 3 outputs reproduced the face-down pose, but none achieved a true “close-up” of just the soles. The upper body or full body is visible in every frame, with the soles positioned in the lower portion. Seed 5410 shows good detail in the wrinkles of the soles, but seed 5411 has a mosaic-like artifact on one foot. Seed 5412 has the feet partially cut off at the frame edge. close-up of soles alone is insufficient to pull the camera in on the feet, and composition stability is a concern.
Condition C: Stocking Toes
| seed 5420 | seed 5421 | seed 5422 |
|---|---|---|
![]() | ![]() | ![]() |
Observations: All 3 outputs depict toes through sheer black stockings. The seated-on-sofa pose with extended legs places the focus from the feet to roughly the calves. The sheerness of the stockings (skin tone visible through the fabric at the toes) is rendered in all 3 outputs, showing strong material reproduction. Composition stability is the highest among all 3 conditions.
Cross-Condition Comparison
| Aspect | A: High Heels | B: Bare Feet | C: Stocking Toes |
|---|---|---|---|
| Close-up level | Medium (includes full legs) | Low (full body framing) | High (lower leg focus) |
| Composition stability | High (3/3 consistent) | Low (variance) | High (3/3 consistent) |
| Foot detail | Heels are the focus | Sole wrinkles visible | Stocking sheerness |
| Artifacts | None | 1/3 occurred | None |
Conditions A (heels) and C (stockings) produced stable compositions. When there is a worn item (shoes or stockings), the model has a clearer subject to render at the feet. Condition B’s bare feet may suffer from less training data for sole-focused imagery, leading to compositional drift and artifacts.
For feet-focused close-ups, combining a worn item + body part + close-up in the prompt (e.g., close-up of toes in stockings) is effective. For bare feet, explicitly specifying the framing with something like close-up of bare soles, feet filling the frame may be needed.
Lab Director’s Comment
Feet close-ups are sneakily hard to pull off. Unlike faces or upper bodies, trying to make just feet carry the whole frame tends to confuse the composition. Stocking toes being the most stable makes total sense – the sheerness adds visual information that makes the image work as a composition. Bare feet need more prompt engineering to really nail down.











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