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MODEL IDbfl:3@1

FLUX.1 Kontext [pro]

Black Forest Labs
by

FLUX.1 Kontext [pro] combines fast text to image generation with precise image editing. It supports reference images, local region edits, and full scene changes while preserving style and character identity. Ideal for iterative workflows in design, product visuals, and storytelling pipelines.

FLUX.1 Kontext [pro]

text-to-image

Aquaculture Sensor Campaign Hero$0.04~11s
Aquaculture Sensor Campaign Hero

Create a premium commercial campaign photograph for marine aquaculture equipment. The clear hero subject is a rugged multiparameter water-quality sonde suspended vertically beneath the surface at an offshore oyster farm: a precisely engineered brushed titanium cylinder with dark graphite collars, perforated sensor guard, several visible probe tips, a reinforced yellow data cable, and small signs of authentic wet use. Use a dramatic split-level composition with the camera half above and half below the water. Underwater, the sonde fills the right third in crisp detail while mesh oyster baskets and longlines recede diagonally through cold emerald water; suspended particles, bubbles, soft caustic light, and realistic marine growth create depth without obscuring the product. Above water, show low steel-gray waves, orderly rows of orange farm buoys, a small utilitarian workboat in the middle distance, and a pale overcast North Atlantic horizon. Wide cinematic landscape framing, low waterline perspective, restrained slate-gray, kelp-green, titanium, and safety-orange palette. Natural documentary realism elevated to meticulous industrial advertising, tactile materials, physically accurate reflections and refraction, subtle cold dawn light, sharp product silhouette, no people in the foreground, no logo, no lettering, no interface, no packaging.

Try in Playground
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'bfl:3@1',
  positivePrompt: 'Create a premium commercial campaign photograph for marine aquaculture equipment. The clear hero subject is a rugged multiparameter water-quality sonde suspended vertically beneath the surface at an offshore oyster farm: a precisely engineered brushed titanium cylinder with dark graphite collars, perforated sensor guard, several visible probe tips, a reinforced yellow data cable, and small signs of authentic wet use. Use a dramatic split-level composition with the camera half above and half below the water. Underwater, the sonde fills the right third in crisp detail while mesh oyster baskets and longlines recede diagonally through cold emerald water; suspended particles, bubbles, soft caustic light, and realistic marine growth create depth without obscuring the product. Above water, show low steel-gray waves, orderly rows of orange farm buoys, a small utilitarian workboat in the middle distance, and a pale overcast North Atlantic horizon. Wide cinematic landscape framing, low waterline perspective, restrained slate-gray, kelp-green, titanium, and safety-orange palette. Natural documentary realism elevated to meticulous industrial advertising, tactile materials, physically accurate reflections and refraction, subtle cold dawn light, sharp product silhouette, no people in the foreground, no logo, no lettering, no interface, no packaging.',
  width: 1392,
  height: 752,
  providerSettings: {
    bfl: {
      promptUpsampling: true
    }
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "bfl:3@1",
            "positivePrompt": "Create a premium commercial campaign photograph for marine aquaculture equipment. The clear hero subject is a rugged multiparameter water-quality sonde suspended vertically beneath the surface at an offshore oyster farm: a precisely engineered brushed titanium cylinder with dark graphite collars, perforated sensor guard, several visible probe tips, a reinforced yellow data cable, and small signs of authentic wet use. Use a dramatic split-level composition with the camera half above and half below the water. Underwater, the sonde fills the right third in crisp detail while mesh oyster baskets and longlines recede diagonally through cold emerald water; suspended particles, bubbles, soft caustic light, and realistic marine growth create depth without obscuring the product. Above water, show low steel-gray waves, orderly rows of orange farm buoys, a small utilitarian workboat in the middle distance, and a pale overcast North Atlantic horizon. Wide cinematic landscape framing, low waterline perspective, restrained slate-gray, kelp-green, titanium, and safety-orange palette. Natural documentary realism elevated to meticulous industrial advertising, tactile materials, physically accurate reflections and refraction, subtle cold dawn light, sharp product silhouette, no people in the foreground, no logo, no lettering, no interface, no packaging.",
            "width": 1392,
            "height": 752,
            "providerSettings": {
                "bfl": {
                    "promptUpsampling": True
                }
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "imageInference",
      "taskUUID": "f156ca96-74d0-4943-8942-17eed40066c9",
      "model": "bfl:3@1",
      "positivePrompt": "Create a premium commercial campaign photograph for marine aquaculture equipment. The clear hero subject is a rugged multiparameter water-quality sonde suspended vertically beneath the surface at an offshore oyster farm: a precisely engineered brushed titanium cylinder with dark graphite collars, perforated sensor guard, several visible probe tips, a reinforced yellow data cable, and small signs of authentic wet use. Use a dramatic split-level composition with the camera half above and half below the water. Underwater, the sonde fills the right third in crisp detail while mesh oyster baskets and longlines recede diagonally through cold emerald water; suspended particles, bubbles, soft caustic light, and realistic marine growth create depth without obscuring the product. Above water, show low steel-gray waves, orderly rows of orange farm buoys, a small utilitarian workboat in the middle distance, and a pale overcast North Atlantic horizon. Wide cinematic landscape framing, low waterline perspective, restrained slate-gray, kelp-green, titanium, and safety-orange palette. Natural documentary realism elevated to meticulous industrial advertising, tactile materials, physically accurate reflections and refraction, subtle cold dawn light, sharp product silhouette, no people in the foreground, no logo, no lettering, no interface, no packaging.",
      "width": 1392,
      "height": 752,
      "providerSettings": {
        "bfl": {
          "promptUpsampling": true
        }
      }
    }
  ]'
runware run bfl:3@1 \
  positivePrompt="Create a premium commercial campaign photograph for marine aquaculture equipment. The clear hero subject is a rugged multiparameter water-quality sonde suspended vertically beneath the surface at an offshore oyster farm: a precisely engineered brushed titanium cylinder with dark graphite collars, perforated sensor guard, several visible probe tips, a reinforced yellow data cable, and small signs of authentic wet use. Use a dramatic split-level composition with the camera half above and half below the water. Underwater, the sonde fills the right third in crisp detail while mesh oyster baskets and longlines recede diagonally through cold emerald water; suspended particles, bubbles, soft caustic light, and realistic marine growth create depth without obscuring the product. Above water, show low steel-gray waves, orderly rows of orange farm buoys, a small utilitarian workboat in the middle distance, and a pale overcast North Atlantic horizon. Wide cinematic landscape framing, low waterline perspective, restrained slate-gray, kelp-green, titanium, and safety-orange palette. Natural documentary realism elevated to meticulous industrial advertising, tactile materials, physically accurate reflections and refraction, subtle cold dawn light, sharp product silhouette, no people in the foreground, no logo, no lettering, no interface, no packaging." \
  width=1392 \
  height=752 \
  providerSettings.bfl.promptUpsampling=true
{
  "taskType": "imageInference",
  "taskUUID": "f156ca96-74d0-4943-8942-17eed40066c9",
  "model": "bfl:3@1",
  "positivePrompt": "Create a premium commercial campaign photograph for marine aquaculture equipment. The clear hero subject is a rugged multiparameter water-quality sonde suspended vertically beneath the surface at an offshore oyster farm: a precisely engineered brushed titanium cylinder with dark graphite collars, perforated sensor guard, several visible probe tips, a reinforced yellow data cable, and small signs of authentic wet use. Use a dramatic split-level composition with the camera half above and half below the water. Underwater, the sonde fills the right third in crisp detail while mesh oyster baskets and longlines recede diagonally through cold emerald water; suspended particles, bubbles, soft caustic light, and realistic marine growth create depth without obscuring the product. Above water, show low steel-gray waves, orderly rows of orange farm buoys, a small utilitarian workboat in the middle distance, and a pale overcast North Atlantic horizon. Wide cinematic landscape framing, low waterline perspective, restrained slate-gray, kelp-green, titanium, and safety-orange palette. Natural documentary realism elevated to meticulous industrial advertising, tactile materials, physically accurate reflections and refraction, subtle cold dawn light, sharp product silhouette, no people in the foreground, no logo, no lettering, no interface, no packaging.",
  "width": 1392,
  "height": 752,
  "providerSettings": {
    "bfl": {
      "promptUpsampling": true
    }
  }
}
Response
{
  "taskType": "imageInference",
  "taskUUID": "f156ca96-74d0-4943-8942-17eed40066c9",
  "imageUUID": "d7b69fbd-5fa6-4617-b4e3-223a65f5ff50",
  "imageURL": "https://im.runware.ai/image/os/a05d22/ws/3/ii/d7b69fbd-5fa6-4617-b4e3-223a65f5ff50.jpg",
  "seed": 624397802,
  "cost": 0.04
}

text-to-image

Avalanche Patrol Team Composite$0.04~7s
Avalanche Patrol Team Composite

Create a finished, photorealistic environmental group portrait for a regional mountain rescue service. Twelve avalanche patrollers stand in a relaxed horizontal formation outside a utilitarian alpine rescue garage at blue hour, wearing coordinated navy technical uniforms with restrained coral-red panels, ski boots, radios, helmets carried at their sides, and realistic signs of a working shift. Seamlessly add the team’s retiring golden retriever avalanche rescue dog as the clear central subject, seated proudly between two kneeling handlers and wearing a well-used yellow rescue harness. The dog must feel genuinely present in the original photograph: identical cool dusk lighting, accurate scale and perspective, soft contact shadow, paws pressing naturally into the snow, subtle reflected light from the open garage, and believable interaction as one handler rests a gloved hand on its shoulder. Behind them are organized rescue sleds, probe poles, ropes, skis, and a tracked snow vehicle, with no logos or readable text. Fresh snow, faint breath vapor, distant dark firs and a pale mountain ridge create a crisp winter setting. Symmetrical wide composition with generous landscape breathing room, eye-level 35mm documentary photography, direct but softened portable flash balanced with cobalt ambient light, sharp faces, natural skin texture, subdued navy, coral, yellow and icy blue palette. Warm, dignified, quietly celebratory mood; premium editorial annual-report photography, not an advertisement, no borders, no typography.

Try in Playground
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'bfl:3@1',
  positivePrompt: 'Create a finished, photorealistic environmental group portrait for a regional mountain rescue service. Twelve avalanche patrollers stand in a relaxed horizontal formation outside a utilitarian alpine rescue garage at blue hour, wearing coordinated navy technical uniforms with restrained coral-red panels, ski boots, radios, helmets carried at their sides, and realistic signs of a working shift. Seamlessly add the team’s retiring golden retriever avalanche rescue dog as the clear central subject, seated proudly between two kneeling handlers and wearing a well-used yellow rescue harness. The dog must feel genuinely present in the original photograph: identical cool dusk lighting, accurate scale and perspective, soft contact shadow, paws pressing naturally into the snow, subtle reflected light from the open garage, and believable interaction as one handler rests a gloved hand on its shoulder. Behind them are organized rescue sleds, probe poles, ropes, skis, and a tracked snow vehicle, with no logos or readable text. Fresh snow, faint breath vapor, distant dark firs and a pale mountain ridge create a crisp winter setting. Symmetrical wide composition with generous landscape breathing room, eye-level 35mm documentary photography, direct but softened portable flash balanced with cobalt ambient light, sharp faces, natural skin texture, subdued navy, coral, yellow and icy blue palette. Warm, dignified, quietly celebratory mood; premium editorial annual-report photography, not an advertisement, no borders, no typography.',
  width: 1392,
  height: 752,
  providerSettings: {
    bfl: {
      promptUpsampling: true
    }
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "bfl:3@1",
            "positivePrompt": "Create a finished, photorealistic environmental group portrait for a regional mountain rescue service. Twelve avalanche patrollers stand in a relaxed horizontal formation outside a utilitarian alpine rescue garage at blue hour, wearing coordinated navy technical uniforms with restrained coral-red panels, ski boots, radios, helmets carried at their sides, and realistic signs of a working shift. Seamlessly add the team’s retiring golden retriever avalanche rescue dog as the clear central subject, seated proudly between two kneeling handlers and wearing a well-used yellow rescue harness. The dog must feel genuinely present in the original photograph: identical cool dusk lighting, accurate scale and perspective, soft contact shadow, paws pressing naturally into the snow, subtle reflected light from the open garage, and believable interaction as one handler rests a gloved hand on its shoulder. Behind them are organized rescue sleds, probe poles, ropes, skis, and a tracked snow vehicle, with no logos or readable text. Fresh snow, faint breath vapor, distant dark firs and a pale mountain ridge create a crisp winter setting. Symmetrical wide composition with generous landscape breathing room, eye-level 35mm documentary photography, direct but softened portable flash balanced with cobalt ambient light, sharp faces, natural skin texture, subdued navy, coral, yellow and icy blue palette. Warm, dignified, quietly celebratory mood; premium editorial annual-report photography, not an advertisement, no borders, no typography.",
            "width": 1392,
            "height": 752,
            "providerSettings": {
                "bfl": {
                    "promptUpsampling": True
                }
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "imageInference",
      "taskUUID": "c508fcc9-0ec6-4c9c-bc33-a9c98d607edf",
      "model": "bfl:3@1",
      "positivePrompt": "Create a finished, photorealistic environmental group portrait for a regional mountain rescue service. Twelve avalanche patrollers stand in a relaxed horizontal formation outside a utilitarian alpine rescue garage at blue hour, wearing coordinated navy technical uniforms with restrained coral-red panels, ski boots, radios, helmets carried at their sides, and realistic signs of a working shift. Seamlessly add the team’s retiring golden retriever avalanche rescue dog as the clear central subject, seated proudly between two kneeling handlers and wearing a well-used yellow rescue harness. The dog must feel genuinely present in the original photograph: identical cool dusk lighting, accurate scale and perspective, soft contact shadow, paws pressing naturally into the snow, subtle reflected light from the open garage, and believable interaction as one handler rests a gloved hand on its shoulder. Behind them are organized rescue sleds, probe poles, ropes, skis, and a tracked snow vehicle, with no logos or readable text. Fresh snow, faint breath vapor, distant dark firs and a pale mountain ridge create a crisp winter setting. Symmetrical wide composition with generous landscape breathing room, eye-level 35mm documentary photography, direct but softened portable flash balanced with cobalt ambient light, sharp faces, natural skin texture, subdued navy, coral, yellow and icy blue palette. Warm, dignified, quietly celebratory mood; premium editorial annual-report photography, not an advertisement, no borders, no typography.",
      "width": 1392,
      "height": 752,
      "providerSettings": {
        "bfl": {
          "promptUpsampling": true
        }
      }
    }
  ]'
runware run bfl:3@1 \
  positivePrompt="Create a finished, photorealistic environmental group portrait for a regional mountain rescue service. Twelve avalanche patrollers stand in a relaxed horizontal formation outside a utilitarian alpine rescue garage at blue hour, wearing coordinated navy technical uniforms with restrained coral-red panels, ski boots, radios, helmets carried at their sides, and realistic signs of a working shift. Seamlessly add the team’s retiring golden retriever avalanche rescue dog as the clear central subject, seated proudly between two kneeling handlers and wearing a well-used yellow rescue harness. The dog must feel genuinely present in the original photograph: identical cool dusk lighting, accurate scale and perspective, soft contact shadow, paws pressing naturally into the snow, subtle reflected light from the open garage, and believable interaction as one handler rests a gloved hand on its shoulder. Behind them are organized rescue sleds, probe poles, ropes, skis, and a tracked snow vehicle, with no logos or readable text. Fresh snow, faint breath vapor, distant dark firs and a pale mountain ridge create a crisp winter setting. Symmetrical wide composition with generous landscape breathing room, eye-level 35mm documentary photography, direct but softened portable flash balanced with cobalt ambient light, sharp faces, natural skin texture, subdued navy, coral, yellow and icy blue palette. Warm, dignified, quietly celebratory mood; premium editorial annual-report photography, not an advertisement, no borders, no typography." \
  width=1392 \
  height=752 \
  providerSettings.bfl.promptUpsampling=true
{
  "taskType": "imageInference",
  "taskUUID": "c508fcc9-0ec6-4c9c-bc33-a9c98d607edf",
  "model": "bfl:3@1",
  "positivePrompt": "Create a finished, photorealistic environmental group portrait for a regional mountain rescue service. Twelve avalanche patrollers stand in a relaxed horizontal formation outside a utilitarian alpine rescue garage at blue hour, wearing coordinated navy technical uniforms with restrained coral-red panels, ski boots, radios, helmets carried at their sides, and realistic signs of a working shift. Seamlessly add the team’s retiring golden retriever avalanche rescue dog as the clear central subject, seated proudly between two kneeling handlers and wearing a well-used yellow rescue harness. The dog must feel genuinely present in the original photograph: identical cool dusk lighting, accurate scale and perspective, soft contact shadow, paws pressing naturally into the snow, subtle reflected light from the open garage, and believable interaction as one handler rests a gloved hand on its shoulder. Behind them are organized rescue sleds, probe poles, ropes, skis, and a tracked snow vehicle, with no logos or readable text. Fresh snow, faint breath vapor, distant dark firs and a pale mountain ridge create a crisp winter setting. Symmetrical wide composition with generous landscape breathing room, eye-level 35mm documentary photography, direct but softened portable flash balanced with cobalt ambient light, sharp faces, natural skin texture, subdued navy, coral, yellow and icy blue palette. Warm, dignified, quietly celebratory mood; premium editorial annual-report photography, not an advertisement, no borders, no typography.",
  "width": 1392,
  "height": 752,
  "providerSettings": {
    "bfl": {
      "promptUpsampling": true
    }
  }
}
Response
{
  "taskType": "imageInference",
  "taskUUID": "c508fcc9-0ec6-4c9c-bc33-a9c98d607edf",
  "imageUUID": "5d2115ab-0251-428c-b79e-2fe9d31179e5",
  "imageURL": "https://im.runware.ai/image/os/a10dlim3/ws/3/ii/5d2115ab-0251-428c-b79e-2fe9d31179e5.jpg",
  "seed": 1197103962,
  "cost": 0.04
}

reference-to-image

Tattoo Machine Cobalt Colorway$0.04~9s
Tattoo Machine Cobalt Colorway

Create a finished portrait-format ecommerce colorway image by editing the supplied tattoo machine photograph. Preserve the exact machine identity, silhouette, proportions, viewing angle, grip texture, needle cartridge, adjustment ring, screws, charging port, engraved calibration marks, machining details, and realistic material construction. Recolor only the matte-black machined aluminum body panels to a rich electric cobalt-blue anodized finish with subtle metallic depth and natural tonal variation. Keep the ribbed rubber grip and needle cartridge black, and keep all stainless-steel components silver. The new finish must follow every contour, edge, seam, highlight, and shadow convincingly, with no color bleeding onto adjacent parts. Present the machine as a premium product hero on a warm pale-gray seamless studio surface, upright in the same three-quarter orientation, with a restrained soft-edged shadow beneath it. Use crisp directional lighting from the upper left, controlled highlights on the blue anodized aluminum, clean commercial retouching, accurate neutral color, and generous negative space. Single product only, fully visible, centered slightly below the vertical midpoint. No hands, ink, cables, extra equipment, packaging, decorative props, added logos, captions, borders, or graphic overlays.

Try in Playground
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'bfl:3@1',
  positivePrompt: 'Create a finished portrait-format ecommerce colorway image by editing the supplied tattoo machine photograph. Preserve the exact machine identity, silhouette, proportions, viewing angle, grip texture, needle cartridge, adjustment ring, screws, charging port, engraved calibration marks, machining details, and realistic material construction. Recolor only the matte-black machined aluminum body panels to a rich electric cobalt-blue anodized finish with subtle metallic depth and natural tonal variation. Keep the ribbed rubber grip and needle cartridge black, and keep all stainless-steel components silver. The new finish must follow every contour, edge, seam, highlight, and shadow convincingly, with no color bleeding onto adjacent parts. Present the machine as a premium product hero on a warm pale-gray seamless studio surface, upright in the same three-quarter orientation, with a restrained soft-edged shadow beneath it. Use crisp directional lighting from the upper left, controlled highlights on the blue anodized aluminum, clean commercial retouching, accurate neutral color, and generous negative space. Single product only, fully visible, centered slightly below the vertical midpoint. No hands, ink, cables, extra equipment, packaging, decorative props, added logos, captions, borders, or graphic overlays.',
  width: 880,
  height: 1184,
  inputs: {
    referenceImages: [
      'https://assets.runware.ai/assets/inputs/3e0cdd12-4927-43b8-a183-023297e216e5.jpg'
    ]
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "bfl:3@1",
            "positivePrompt": "Create a finished portrait-format ecommerce colorway image by editing the supplied tattoo machine photograph. Preserve the exact machine identity, silhouette, proportions, viewing angle, grip texture, needle cartridge, adjustment ring, screws, charging port, engraved calibration marks, machining details, and realistic material construction. Recolor only the matte-black machined aluminum body panels to a rich electric cobalt-blue anodized finish with subtle metallic depth and natural tonal variation. Keep the ribbed rubber grip and needle cartridge black, and keep all stainless-steel components silver. The new finish must follow every contour, edge, seam, highlight, and shadow convincingly, with no color bleeding onto adjacent parts. Present the machine as a premium product hero on a warm pale-gray seamless studio surface, upright in the same three-quarter orientation, with a restrained soft-edged shadow beneath it. Use crisp directional lighting from the upper left, controlled highlights on the blue anodized aluminum, clean commercial retouching, accurate neutral color, and generous negative space. Single product only, fully visible, centered slightly below the vertical midpoint. No hands, ink, cables, extra equipment, packaging, decorative props, added logos, captions, borders, or graphic overlays.",
            "width": 880,
            "height": 1184,
            "inputs": {
                "referenceImages": [
                    "https://assets.runware.ai/assets/inputs/3e0cdd12-4927-43b8-a183-023297e216e5.jpg"
                ]
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "imageInference",
      "taskUUID": "62144e79-32a2-47ac-a79c-c82fbafd7b1a",
      "model": "bfl:3@1",
      "positivePrompt": "Create a finished portrait-format ecommerce colorway image by editing the supplied tattoo machine photograph. Preserve the exact machine identity, silhouette, proportions, viewing angle, grip texture, needle cartridge, adjustment ring, screws, charging port, engraved calibration marks, machining details, and realistic material construction. Recolor only the matte-black machined aluminum body panels to a rich electric cobalt-blue anodized finish with subtle metallic depth and natural tonal variation. Keep the ribbed rubber grip and needle cartridge black, and keep all stainless-steel components silver. The new finish must follow every contour, edge, seam, highlight, and shadow convincingly, with no color bleeding onto adjacent parts. Present the machine as a premium product hero on a warm pale-gray seamless studio surface, upright in the same three-quarter orientation, with a restrained soft-edged shadow beneath it. Use crisp directional lighting from the upper left, controlled highlights on the blue anodized aluminum, clean commercial retouching, accurate neutral color, and generous negative space. Single product only, fully visible, centered slightly below the vertical midpoint. No hands, ink, cables, extra equipment, packaging, decorative props, added logos, captions, borders, or graphic overlays.",
      "width": 880,
      "height": 1184,
      "inputs": {
        "referenceImages": [
          "https://assets.runware.ai/assets/inputs/3e0cdd12-4927-43b8-a183-023297e216e5.jpg"
        ]
      }
    }
  ]'
runware run bfl:3@1 \
  positivePrompt="Create a finished portrait-format ecommerce colorway image by editing the supplied tattoo machine photograph. Preserve the exact machine identity, silhouette, proportions, viewing angle, grip texture, needle cartridge, adjustment ring, screws, charging port, engraved calibration marks, machining details, and realistic material construction. Recolor only the matte-black machined aluminum body panels to a rich electric cobalt-blue anodized finish with subtle metallic depth and natural tonal variation. Keep the ribbed rubber grip and needle cartridge black, and keep all stainless-steel components silver. The new finish must follow every contour, edge, seam, highlight, and shadow convincingly, with no color bleeding onto adjacent parts. Present the machine as a premium product hero on a warm pale-gray seamless studio surface, upright in the same three-quarter orientation, with a restrained soft-edged shadow beneath it. Use crisp directional lighting from the upper left, controlled highlights on the blue anodized aluminum, clean commercial retouching, accurate neutral color, and generous negative space. Single product only, fully visible, centered slightly below the vertical midpoint. No hands, ink, cables, extra equipment, packaging, decorative props, added logos, captions, borders, or graphic overlays." \
  width=880 \
  height=1184 \
  inputs.referenceImages.0=https://assets.runware.ai/assets/inputs/3e0cdd12-4927-43b8-a183-023297e216e5.jpg
{
  "taskType": "imageInference",
  "taskUUID": "62144e79-32a2-47ac-a79c-c82fbafd7b1a",
  "model": "bfl:3@1",
  "positivePrompt": "Create a finished portrait-format ecommerce colorway image by editing the supplied tattoo machine photograph. Preserve the exact machine identity, silhouette, proportions, viewing angle, grip texture, needle cartridge, adjustment ring, screws, charging port, engraved calibration marks, machining details, and realistic material construction. Recolor only the matte-black machined aluminum body panels to a rich electric cobalt-blue anodized finish with subtle metallic depth and natural tonal variation. Keep the ribbed rubber grip and needle cartridge black, and keep all stainless-steel components silver. The new finish must follow every contour, edge, seam, highlight, and shadow convincingly, with no color bleeding onto adjacent parts. Present the machine as a premium product hero on a warm pale-gray seamless studio surface, upright in the same three-quarter orientation, with a restrained soft-edged shadow beneath it. Use crisp directional lighting from the upper left, controlled highlights on the blue anodized aluminum, clean commercial retouching, accurate neutral color, and generous negative space. Single product only, fully visible, centered slightly below the vertical midpoint. No hands, ink, cables, extra equipment, packaging, decorative props, added logos, captions, borders, or graphic overlays.",
  "width": 880,
  "height": 1184,
  "inputs": {
    "referenceImages": [
      "https://assets.runware.ai/assets/inputs/3e0cdd12-4927-43b8-a183-023297e216e5.jpg"
    ]
  }
}
Response
{
  "taskType": "imageInference",
  "taskUUID": "62144e79-32a2-47ac-a79c-c82fbafd7b1a",
  "imageUUID": "16cee51b-346b-434c-ab4e-48e9ec2b1b93",
  "imageURL": "https://im.runware.ai/image/os/a05d22/ws/3/ii/16cee51b-346b-434c-ab4e-48e9ec2b1b93.jpg",
  "seed": 1892653732,
  "cost": 0.04
}

reference-to-image

Air Ambulance Incubator Deployment Visual$0.04~8s
Air Ambulance Incubator Deployment Visual

Create a photorealistic medtech deployment image by placing the exact neonatal transport incubator from the reference photograph inside a compact fixed-wing air-ambulance cabin. Preserve the incubator's recognizable design precisely: identical transparent chamber, access ports, padded interior, monitor, oxygen cylinders, control module, tubular frame, wheels, handles, cables, proportions, materials, and viewing angle. Do not redesign, simplify, duplicate, or replace any component. Secure the incubator naturally to a certified floor-track mounting system along the center aisle. Show a flight nurse in a navy medical jumpsuit at the right edge, partially visible and checking one restraint buckle without obscuring the product. The cabin should feel operational and credible: pale gray molded wall panels, overhead medical equipment rails, compact storage, oxygen fittings, quilted insulation details, and an oval aircraft window revealing a quiet blue pre-dawn airport apron. No patient is visible inside the chamber. Compose as a polished portrait-format sales-brochure photograph, with the incubator occupying the central lower two-thirds and remaining completely readable as the hero product. Use cool blue ambient dawn light through the window balanced by clean warm-white cabin task lights, restrained slate, ivory, and navy palette, crisp material detail, realistic contact shadows, accurate perspective, and subtle reflections on the clear canopy. Calm, prepared, clinically trustworthy mood. No logos, captions, interface graphics, watermarks, or legible text.

Try in Playground
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'bfl:3@1',
  positivePrompt: 'Create a photorealistic medtech deployment image by placing the exact neonatal transport incubator from the reference photograph inside a compact fixed-wing air-ambulance cabin. Preserve the incubator\'s recognizable design precisely: identical transparent chamber, access ports, padded interior, monitor, oxygen cylinders, control module, tubular frame, wheels, handles, cables, proportions, materials, and viewing angle. Do not redesign, simplify, duplicate, or replace any component.\n\nSecure the incubator naturally to a certified floor-track mounting system along the center aisle. Show a flight nurse in a navy medical jumpsuit at the right edge, partially visible and checking one restraint buckle without obscuring the product. The cabin should feel operational and credible: pale gray molded wall panels, overhead medical equipment rails, compact storage, oxygen fittings, quilted insulation details, and an oval aircraft window revealing a quiet blue pre-dawn airport apron. No patient is visible inside the chamber.\n\nCompose as a polished portrait-format sales-brochure photograph, with the incubator occupying the central lower two-thirds and remaining completely readable as the hero product. Use cool blue ambient dawn light through the window balanced by clean warm-white cabin task lights, restrained slate, ivory, and navy palette, crisp material detail, realistic contact shadows, accurate perspective, and subtle reflections on the clear canopy. Calm, prepared, clinically trustworthy mood. No logos, captions, interface graphics, watermarks, or legible text.',
  width: 880,
  height: 1184,
  inputs: {
    referenceImages: [
      'https://assets.runware.ai/assets/inputs/b4017bf0-0c98-4720-b18b-e9aee8369551.jpg'
    ]
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "bfl:3@1",
            "positivePrompt": "Create a photorealistic medtech deployment image by placing the exact neonatal transport incubator from the reference photograph inside a compact fixed-wing air-ambulance cabin. Preserve the incubator's recognizable design precisely: identical transparent chamber, access ports, padded interior, monitor, oxygen cylinders, control module, tubular frame, wheels, handles, cables, proportions, materials, and viewing angle. Do not redesign, simplify, duplicate, or replace any component.\n\nSecure the incubator naturally to a certified floor-track mounting system along the center aisle. Show a flight nurse in a navy medical jumpsuit at the right edge, partially visible and checking one restraint buckle without obscuring the product. The cabin should feel operational and credible: pale gray molded wall panels, overhead medical equipment rails, compact storage, oxygen fittings, quilted insulation details, and an oval aircraft window revealing a quiet blue pre-dawn airport apron. No patient is visible inside the chamber.\n\nCompose as a polished portrait-format sales-brochure photograph, with the incubator occupying the central lower two-thirds and remaining completely readable as the hero product. Use cool blue ambient dawn light through the window balanced by clean warm-white cabin task lights, restrained slate, ivory, and navy palette, crisp material detail, realistic contact shadows, accurate perspective, and subtle reflections on the clear canopy. Calm, prepared, clinically trustworthy mood. No logos, captions, interface graphics, watermarks, or legible text.",
            "width": 880,
            "height": 1184,
            "inputs": {
                "referenceImages": [
                    "https://assets.runware.ai/assets/inputs/b4017bf0-0c98-4720-b18b-e9aee8369551.jpg"
                ]
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "imageInference",
      "taskUUID": "54505751-41db-4add-8574-fb163e4182d4",
      "model": "bfl:3@1",
      "positivePrompt": "Create a photorealistic medtech deployment image by placing the exact neonatal transport incubator from the reference photograph inside a compact fixed-wing air-ambulance cabin. Preserve the incubator's recognizable design precisely: identical transparent chamber, access ports, padded interior, monitor, oxygen cylinders, control module, tubular frame, wheels, handles, cables, proportions, materials, and viewing angle. Do not redesign, simplify, duplicate, or replace any component.\n\nSecure the incubator naturally to a certified floor-track mounting system along the center aisle. Show a flight nurse in a navy medical jumpsuit at the right edge, partially visible and checking one restraint buckle without obscuring the product. The cabin should feel operational and credible: pale gray molded wall panels, overhead medical equipment rails, compact storage, oxygen fittings, quilted insulation details, and an oval aircraft window revealing a quiet blue pre-dawn airport apron. No patient is visible inside the chamber.\n\nCompose as a polished portrait-format sales-brochure photograph, with the incubator occupying the central lower two-thirds and remaining completely readable as the hero product. Use cool blue ambient dawn light through the window balanced by clean warm-white cabin task lights, restrained slate, ivory, and navy palette, crisp material detail, realistic contact shadows, accurate perspective, and subtle reflections on the clear canopy. Calm, prepared, clinically trustworthy mood. No logos, captions, interface graphics, watermarks, or legible text.",
      "width": 880,
      "height": 1184,
      "inputs": {
        "referenceImages": [
          "https://assets.runware.ai/assets/inputs/b4017bf0-0c98-4720-b18b-e9aee8369551.jpg"
        ]
      }
    }
  ]'
runware run bfl:3@1 \
  positivePrompt="Create a photorealistic medtech deployment image by placing the exact neonatal transport incubator from the reference photograph inside a compact fixed-wing air-ambulance cabin. Preserve the incubator's recognizable design precisely: identical transparent chamber, access ports, padded interior, monitor, oxygen cylinders, control module, tubular frame, wheels, handles, cables, proportions, materials, and viewing angle. Do not redesign, simplify, duplicate, or replace any component.

Secure the incubator naturally to a certified floor-track mounting system along the center aisle. Show a flight nurse in a navy medical jumpsuit at the right edge, partially visible and checking one restraint buckle without obscuring the product. The cabin should feel operational and credible: pale gray molded wall panels, overhead medical equipment rails, compact storage, oxygen fittings, quilted insulation details, and an oval aircraft window revealing a quiet blue pre-dawn airport apron. No patient is visible inside the chamber.

Compose as a polished portrait-format sales-brochure photograph, with the incubator occupying the central lower two-thirds and remaining completely readable as the hero product. Use cool blue ambient dawn light through the window balanced by clean warm-white cabin task lights, restrained slate, ivory, and navy palette, crisp material detail, realistic contact shadows, accurate perspective, and subtle reflections on the clear canopy. Calm, prepared, clinically trustworthy mood. No logos, captions, interface graphics, watermarks, or legible text." \
  width=880 \
  height=1184 \
  inputs.referenceImages.0=https://assets.runware.ai/assets/inputs/b4017bf0-0c98-4720-b18b-e9aee8369551.jpg
{
  "taskType": "imageInference",
  "taskUUID": "54505751-41db-4add-8574-fb163e4182d4",
  "model": "bfl:3@1",
  "positivePrompt": "Create a photorealistic medtech deployment image by placing the exact neonatal transport incubator from the reference photograph inside a compact fixed-wing air-ambulance cabin. Preserve the incubator's recognizable design precisely: identical transparent chamber, access ports, padded interior, monitor, oxygen cylinders, control module, tubular frame, wheels, handles, cables, proportions, materials, and viewing angle. Do not redesign, simplify, duplicate, or replace any component.\n\nSecure the incubator naturally to a certified floor-track mounting system along the center aisle. Show a flight nurse in a navy medical jumpsuit at the right edge, partially visible and checking one restraint buckle without obscuring the product. The cabin should feel operational and credible: pale gray molded wall panels, overhead medical equipment rails, compact storage, oxygen fittings, quilted insulation details, and an oval aircraft window revealing a quiet blue pre-dawn airport apron. No patient is visible inside the chamber.\n\nCompose as a polished portrait-format sales-brochure photograph, with the incubator occupying the central lower two-thirds and remaining completely readable as the hero product. Use cool blue ambient dawn light through the window balanced by clean warm-white cabin task lights, restrained slate, ivory, and navy palette, crisp material detail, realistic contact shadows, accurate perspective, and subtle reflections on the clear canopy. Calm, prepared, clinically trustworthy mood. No logos, captions, interface graphics, watermarks, or legible text.",
  "width": 880,
  "height": 1184,
  "inputs": {
    "referenceImages": [
      "https://assets.runware.ai/assets/inputs/b4017bf0-0c98-4720-b18b-e9aee8369551.jpg"
    ]
  }
}
Response
{
  "taskType": "imageInference",
  "taskUUID": "54505751-41db-4add-8574-fb163e4182d4",
  "imageUUID": "77d42206-5200-45ab-b811-75375f81f0c4",
  "imageURL": "https://im.runware.ai/image/os/a08dlim3/ws/3/ii/77d42206-5200-45ab-b811-75375f81f0c4.jpg",
  "seed": 1070974741,
  "cost": 0.04
}