MODEL ID bfl:flux@vto
live

FLUX Virtual Try-On

Black Forest Labs
by Black Forest Labs

FLUX Virtual Try-On is a virtual try-on image editing model from Black Forest Labs that generates apparel try-on results from a person image plus one or more garment references. It is tuned to preserve the subject's face and pose while transferring garments with strong logo, print, stitching, and hardware fidelity, making it suitable for catalog-scale styling, product visualization, outfit transfer, and shopper-facing try-on workflows. It supports multi-garment composition, seeded generation, and output sizes up to 2 megapixels.

FLUX Virtual Try-On
Edit

Ceramic Studio Utility Ensemble

Ceramic Studio Utility Ensemble

Create a full-body photorealistic virtual try-on result. Preserve the person’s face, body proportions, stance, hand placement, and camera angle from the person reference. Apply the complete outfit from the garment reference, which is a 2x2 grid with 4 items: indigo cropped chore jacket with crisp white topstitching and patch pockets, ivory ribbed mock neck knit, charcoal pleated wide-leg trousers with removable belt, and matte black ankle boots with silver side buckles. Maintain accurate garment structure, fabric texture, seams, pocket placement, belt shape, boot silhouette, and metal hardware. Style the result as polished editorial catalog photography in a warm ceramic studio setting with natural posture, realistic shadows, clean fit, and believable layering.

{
  "taskType": "imageInference",
  "taskUUID": "316bc19b-be59-4d24-a674-515588cf33d9",
  "model": "bfl:flux@vto",
  "positivePrompt": "Create a full-body photorealistic virtual try-on result. Preserve the person’s face, body proportions, stance, hand placement, and camera angle from the person reference. Apply the complete outfit from the garment reference, which is a 2x2 grid with 4 items: indigo cropped chore jacket with crisp white topstitching and patch pockets, ivory ribbed mock neck knit, charcoal pleated wide-leg trousers with removable belt, and matte black ankle boots with silver side buckles. Maintain accurate garment structure, fabric texture, seams, pocket placement, belt shape, boot silhouette, and metal hardware. Style the result as polished editorial catalog photography in a warm ceramic studio setting with natural posture, realistic shadows, clean fit, and believable layering.",
  "seed": 2280,
  "steps": 4,
  "inputs": {
    "referenceImages": [
      {
        "image": "https://assets.runware.ai/assets/inputs/599cb10c-e2bc-486e-9ac3-14df7018a7e9.jpg",
        "role": "person"
      },
      {
        "image": "https://assets.runware.ai/assets/inputs/72e8df12-f72e-4f0f-a7c3-fce2f8fa4b2e.jpg",
        "role": "garment"
      }
    ]
  }
}
{
  "taskType": "imageInference",
  "taskUUID": "316bc19b-be59-4d24-a674-515588cf33d9",
  "imageUUID": "0d45e130-e136-49b1-9a47-a51036a6ba20",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/3/ii/0d45e130-e136-49b1-9a47-a51036a6ba20.jpg",
  "seed": 2280,
  "cost": 0.0625
}
Edit

Equestrian Couture Full-Body Try-On

Equestrian Couture Full-Body Try-On

Photorealistic full-body virtual try-on. Preserve the person's face, hair, body proportions, stance, and camera angle from the person reference. Dress the subject using all four items from the garment reference 2x2 grid: ivory cropped equestrian jacket with sapphire soutache embroidery and brass buttons, rust silk neck scarf with tiny paisley print, charcoal high-waisted jodhpur trousers with reinforced knee patches, and polished cognac ankle riding boots with side zippers and metal pull tabs. Maintain accurate garment fit, stitching, trims, embroidery placement, fabric texture, shine, color, and hardware fidelity. Editorial catalog realism, natural daylight, sharp full-body framing, believable folds and shadows.

{
  "taskType": "imageInference",
  "taskUUID": "1b0cbeba-6091-4f23-8ee1-821c65191fb0",
  "model": "bfl:flux@vto",
  "positivePrompt": "Photorealistic full-body virtual try-on. Preserve the person's face, hair, body proportions, stance, and camera angle from the person reference. Dress the subject using all four items from the garment reference 2x2 grid: ivory cropped equestrian jacket with sapphire soutache embroidery and brass buttons, rust silk neck scarf with tiny paisley print, charcoal high-waisted jodhpur trousers with reinforced knee patches, and polished cognac ankle riding boots with side zippers and metal pull tabs. Maintain accurate garment fit, stitching, trims, embroidery placement, fabric texture, shine, color, and hardware fidelity. Editorial catalog realism, natural daylight, sharp full-body framing, believable folds and shadows.",
  "seed": 13789,
  "steps": 4,
  "inputs": {
    "referenceImages": [
      {
        "image": "https://assets.runware.ai/assets/inputs/b77d8e42-1375-49e2-a110-b48a3071b646.jpg",
        "role": "person"
      },
      {
        "image": "https://assets.runware.ai/assets/inputs/5a31d126-ce6e-4b93-9ba6-abef01aa1753.jpg",
        "role": "garment"
      }
    ]
  }
}
{
  "taskType": "imageInference",
  "taskUUID": "1b0cbeba-6091-4f23-8ee1-821c65191fb0",
  "imageUUID": "b3d7c31f-69bf-48bf-b00b-4820892c4381",
  "imageURL": "https://im.runware.ai/image/os/a07dlim3/ws/3/ii/b3d7c31f-69bf-48bf-b00b-4820892c4381.jpg",
  "seed": 13789,
  "cost": 0.0625
}
Image to Image

Transit Plaza Techwear Capsule

Transit Plaza Techwear Capsule

Create a full-body photorealistic virtual try-on result. Preserve the person’s identity, face, hair, body proportions, stance, hand placement, and camera angle from the person reference. Dress the subject in the complete outfit from the 2x2 garment grid: graphite technical bomber jacket, white printed crewneck tee, tapered charcoal cargo trousers, and black high-top sneakers with orange pull tabs. Maintain high fidelity to the garment reference, including the chest logo, geometric tee print, orange zipper tape, ribbed cuffs, cargo pocket flaps, webbing straps, knee darts, metal snaps, textured sneaker soles, and reflective side markings. Make the outfit fit naturally on the body with realistic fabric tension, folds, shadows, hems, sleeve length, trouser break, and shoe scale. Keep the scene photorealistic with clean urban transit plaza lighting and a catalog-quality full-body styling result.

{
  "taskType": "imageInference",
  "taskUUID": "bde887f4-b4f1-42f0-a565-9ba268c1cd42",
  "model": "bfl:flux@vto",
  "positivePrompt": "Create a full-body photorealistic virtual try-on result. Preserve the person’s identity, face, hair, body proportions, stance, hand placement, and camera angle from the person reference. Dress the subject in the complete outfit from the 2x2 garment grid: graphite technical bomber jacket, white printed crewneck tee, tapered charcoal cargo trousers, and black high-top sneakers with orange pull tabs. Maintain high fidelity to the garment reference, including the chest logo, geometric tee print, orange zipper tape, ribbed cuffs, cargo pocket flaps, webbing straps, knee darts, metal snaps, textured sneaker soles, and reflective side markings. Make the outfit fit naturally on the body with realistic fabric tension, folds, shadows, hems, sleeve length, trouser break, and shoe scale. Keep the scene photorealistic with clean urban transit plaza lighting and a catalog-quality full-body styling result.",
  "seed": 15857,
  "steps": 4,
  "inputs": {
    "referenceImages": [
      {
        "image": "https://assets.runware.ai/assets/inputs/67424526-fce3-4a41-bf8e-bfa362a6567e.jpg",
        "role": "person"
      },
      {
        "image": "https://assets.runware.ai/assets/inputs/eb817792-80ec-46b2-829a-3ca8c0dc1ce2.jpg",
        "role": "garment"
      }
    ]
  }
}
{
  "taskType": "imageInference",
  "taskUUID": "bde887f4-b4f1-42f0-a565-9ba268c1cd42",
  "imageUUID": "376ccdf5-d018-44c0-a365-ed02e9f639e0",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/3/ii/376ccdf5-d018-44c0-a365-ed02e9f639e0.jpg",
  "seed": 15857,
  "cost": 0.0625
}
Edit

Full Body Nordic Streetwear Try-On

Full Body Nordic Streetwear Try-On

Create a full-body photorealistic virtual try-on of the person wearing all four garments from the 2x2 grid reference: the cream wool chore jacket, slate blue ribbed turtleneck, charcoal cargo trousers, and white hiking sneakers. Preserve the person's face, identity, body proportions, stance, hand position, and camera angle. Transfer the garments with accurate fit, layering, fabric texture, teal piping, horn buttons, ribbing, knee reinforcements, zippers, soles, pull tabs, seams, and stitching. Produce a premium e-commerce styling result with natural drape, realistic shadows, clean edges, and no change to the person's pose.

{
  "taskType": "imageInference",
  "taskUUID": "79828225-0f16-4c14-9d4f-bb12346cd7fd",
  "model": "bfl:flux@vto",
  "positivePrompt": "Create a full-body photorealistic virtual try-on of the person wearing all four garments from the 2x2 grid reference: the cream wool chore jacket, slate blue ribbed turtleneck, charcoal cargo trousers, and white hiking sneakers. Preserve the person's face, identity, body proportions, stance, hand position, and camera angle. Transfer the garments with accurate fit, layering, fabric texture, teal piping, horn buttons, ribbing, knee reinforcements, zippers, soles, pull tabs, seams, and stitching. Produce a premium e-commerce styling result with natural drape, realistic shadows, clean edges, and no change to the person's pose.",
  "seed": 31170,
  "steps": 4,
  "inputs": {
    "referenceImages": [
      {
        "image": "https://assets.runware.ai/assets/inputs/bcbdc5b9-f35a-473d-b416-bc0d97025846.jpg",
        "role": "person"
      },
      {
        "image": "https://assets.runware.ai/assets/inputs/a074c4ec-6f6d-45ac-8253-9f9aa178a321.jpg",
        "role": "garment"
      }
    ]
  }
}
{
  "taskType": "imageInference",
  "taskUUID": "79828225-0f16-4c14-9d4f-bb12346cd7fd",
  "imageUUID": "953556c9-ef49-48ad-8f34-8b286c9180f5",
  "imageURL": "https://im.runware.ai/image/os/a09dlim3/ws/3/ii/953556c9-ef49-48ad-8f34-8b286c9180f5.jpg",
  "seed": 31170,
  "cost": 0.0625
}