u/Formal-Bee6184

Workflow breakdown: how I created the sequence

Workflow breakdown: how I created the sequence

Since some people asked how this was made, here is the workflow behind it.

This was not achieved by random prompting or generating hundreds of times.

The process:

  1. Scene setup

    • Analyze room geometry, lighting, camera angle and composition.

  2. Subject preservation

    • Keep identity, proportions, hairstyle, skin details and perspective consistent.

  3. Object / clothing transformation

    • Replace elements while preserving pose, environment and lighting

  4. Multi-angle generation

    • Create front, side and rear views while maintaining consistency.

  5. Realism enhancement

    • Improve textures, shadows, fabric behavior and natural imperfections.

  6. Final output

    • Combine everything into a consistent photorealistic sequence

The key is treating AI generation like a pipeline, not a slot machine.

Workflow > random prompting.

u/Formal-Bee6184 — 1 day ago

Designing Transparency Through Fabric Physics

Create an original photorealistic haute-couture fashion photograph, generated entirely from text with no reference image.

An adult female haute-couture model with realistic anatomy, natural proportions, authentic skin texture, and a calm, sophisticated editorial presence. Full-body pose, elegant and composed. The couture garment is the unmistakable primary visual focus.

GARMENT DESIGN

Create an entirely original avant-garde haute-couture garment constructed exclusively and entirely from one single ultra-fine luxury woven chiffon fabric.

Transparency: 8/10 translucency.

The entire garment is made from this same chiffon, including every panel, drape, fold, gather, overlap, sleeve, train, suspended extension, and structural element. No lining, bodysuit, underlayer, opaque backing, or secondary textile.

The design is a sculptural architectural composition of extremely thin flowing chiffon, combining controlled draping, elongated suspended panels, cascading folds, gathering, pleating, twisting, tension, and overlapping layers.

The garment must remain a complete couture garment with deliberate coverage and sophisticated construction. Translucency should primarily reveal the changing density, folds, overlaps, weave, and silhouette of the textile rather than explicit anatomical detail.

MATERIAL

Exceptionally fine, lightweight, highly light-transmissive woven chiffon.

The translucency must look physically produced by real woven textile, never digitally simulated.

Single taut areas are highly translucent, while gathered, folded, twisted, pleated, and overlapping areas naturally become denser and visually more opaque.

Opacity variations must result only from real textile properties: weave density, thickness, tension, folds, gathering, overlapping layers, viewing angle, and illumination.

Subtle individual woven fibers should remain visible at close inspection.

No pattern, embroidery, painted decoration, lace, sequins, beads, appliqué, or secondary material.

LIGHTING

Dramatic warm studio backlighting positioned behind the garment. Light naturally passes through the chiffon, revealing its weave, changing density, folds, tension, and layered construction.

Soft volumetric studio illumination, subtle rim lighting, realistic contact shadows, natural reflected light.

No artificial glow, digital transparency, alpha-channel effect, or CGI translucency.

PHOTOGRAPHY

Luxury haute-couture editorial photography.

Full-body vertical 9:16 composition.

Natural 50–85mm photographic perspective, realistic camera optics, believable depth of field, minimalist luxury studio environment, cinematic but physically realistic lighting.

Priority:

  1. Couture silhouette and construction

  2. Chiffon material behavior

  3. Translucency and layered density

  4. Sculptural draping and flowing extensions

  5. Backlit woven fibers

  6. Realistic folds and shadows

  7. Sophisticated editorial composition

Maximum photorealism, authentic woven-textile appearance, physically plausible fabric behavior, believable couture engineering, realistic human anatomy.

NEGATIVE CONSTRAINTS

nudity, explicit nudity, exposed intimate anatomy, sexualized pose, erotic presentation, transparent body reveal, see-through anatomy, CGI, 3D render, artificial transparency, alpha-channel effect, digital cutout, glowing fabric, plastic, latex, satin, silk, velvet, lace, metallic fabric, opaque secondary textile, lining, bodysuit, underlayer, printed pattern, embroidery, sequins, beads, impossible fabric behavior, rigid cloth, disconnected floating fabric, distorted anatomy, extra limbs, malformed hands, duplicated body parts, fantasy anatomy.

***Note:If it doesn't work the first time, I'll try again and again and again.

u/Formal-Bee6184 — 7 days ago

Prompt

Some of you said I’d never drop the prompt. So here it is. No excuses, no gatekeeping. 👀

Now the ball is in your court.

Don’t just copy-paste it and call it a day — show me what you can actually do with it.

Can you push it further? Make it more realistic? Improve the composition, lighting, details, or the overall result?

I’m genuinely curious. Show me what you’ve got.

And if all you can do is use the finished meal someone else prepared… well, at least now the kitchen is open. 😉

Prompt:

:

Create a Photorealistic vertical 9:16 smartphone photograph of an adult woman in a modest tiled interior, captured from a rear three-quarter angle at approximately waist-to-upper-back height.**

The woman is viewed primarily from behind and slightly from her left side. She is naturally bending forward at the waist, leaning toward the lower-left portion of the frame, with her left arm extended downward and her hand reaching toward a dark upholstered surface. Her posture is casual and anatomically believable, with realistic proportions, natural weight distribution, and authentic skin texture.

She has dark brown-black hair gathered into a loose, slightly messy bun, with several wispy strands falling around the side of her face and neck. Only a partial side profile is visible; her face is turned downward and away from the camera. Preserve realistic individual hairs, flyaways, and natural hair volume.

She wears a fitted white sleeveless/cropped textured top with gathered or ruched fabric and a slightly elasticized appearance. The garment follows the natural torso without exaggerating the body shape. A small delicate necklace is visible around the neck. A small dark deer/antler-style tattoo is visible on the outer upper arm, retaining realistic ink texture and placement.

From the waist downward she wears **opaque matte-black over-the-knee stockings**. The stockings begin at the feet and extend continuously upward over the calves and thighs, terminating naturally a few centimeters above the knees. They are made from dense, non-transparent black textile with a subtle fine fabric texture. The material follows the existing leg anatomy precisely, with realistic tension, gentle compression, tiny wrinkles, and natural contact shadows. Do not reshape or alter the legs.

The environment is a modest indoor tiled room. The background wall consists of large rectangular beige ceramic tiles arranged in horizontal rows, with warm brown/dark brown tiles forming a lower wall section. Tile grout lines are clearly visible and remain straight and geometrically consistent. In the lower-left portion of the frame is a dark upholstered bench or sofa covered in a subtle black floral pattern. A light beige tiled floor occupies the lower portion of the image.

Lighting is warm, subdued indoor ambient light, coming primarily from the surrounding room rather than a dramatic studio source. Soft diffuse shadows fall naturally across the woman's body, clothing, sofa, tiles, and floor. The black stockings retain visible textile detail despite their dark color. Maintain the original warm brown/yellowish color cast of a casual smartphone photograph.

Composition should feel candid and unposed. The camera is positioned behind and slightly left of the subject, with natural smartphone perspective and moderate depth of field. The woman occupies most of the central/right side of the frame while the dark floral sofa anchors the lower-left corner. Preserve the vertical 9:16 framing, approximate crop, perspective, spatial relationships, and proportions of the reference.

**Visual characteristics:** highly photorealistic, authentic smartphone photography, realistic skin pores, individual hair strands, natural textile fibers, physically plausible fabric folds, accurate shadows, subtle photographic grain, restrained contrast, slightly warm white balance, realistic dynamic range, no beauty retouching, no artificial cinematic grading.

**Negative prompt:** cartoon, anime, illustration, CGI, 3D render, artificial skin, plastic skin, beauty filter, excessive smoothing, airbrushing, unrealistic anatomy, exaggerated proportions, altered legs, elongated legs, distorted hips, distorted waist, malformed hands, extra fingers, extra limbs, duplicated body parts, warped stockings, transparent stockings, glossy stockings, patterned stockings, fishnet, incorrect stocking height, stockings below knees, stockings above mid-thigh, garter belt, exposed underwear, altered tattoo, missing tattoo, altered hairstyle, regenerated face, changed identity, excessive bokeh, studio lighting, dramatic cinematic lighting, harsh shadows, oversaturation, HDR, excessive sharpening, blur, warped tile lines, distorted furniture, altered background, text, logo, watermark.

Note:First try not perfect? Run it again. And again. That’s part of the process. 👀

u/Formal-Bee6184 — 18 days ago

Nude GPT!!!

Took many attempts to get this level of realism.

Guess how many tries it took? 👀

If this gets enough interest, I'll drop the full prompt.

u/Formal-Bee6184 — 19 days ago

GPT or Grok?

Create a realistic cinematic fashion photograph of an adult woman in a vintage bedroom.

The scene should feel warm, intimate, and natural, with soft lighting coming from a window combined with warm candlelight.

The woman is wearing a delicate sheer white dress with elegant fabric flow. She is posed naturally and confidently, with a gentle twist of the body and relaxed shoulders that create an elegant silhouette.

The environment is a cozy vintage-style bedroom with an iron bed, aged textured walls, and warm wooden furniture. The background should feel soft and slightly blurred to keep focus on the subject.

The overall image should look like a high-end fashion magazine photo with a romantic, cinematic mood and natural color tones.

u/Formal-Bee6184 — 2 months ago