image-to-imageTransform images based on reference and prompt using each::sense AI. Apply style transfers, convert sketches to finished art, change artistic styles, blend multiple references, and reimagine existing images in new ways. Supports photo-to-illustration, sketch-to-render, and cross-style transformations. Use for: style transfer, sketch to art, photo to illustr…
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Transform images based on reference and prompt using each::sense — the intelligent AI agent that automatically selects the best model for your request.
Requires an each::labs API key. Get one at eachlabs.ai.
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [
{
"role": "user",
"content": [
{"type": "text", "text": "Transform this photograph into a Studio Ghibli anime illustration. Keep the same composition, subjects, and scene but render everything in the warm, hand-painted anime art style with soft colors and gentle lighting."},
{"type": "image_url", "image_url": {"url": "https://example.com/original-photo.jpg"}}
]
}
],
"stream": false
}'
from openai import OpenAI
client = OpenAI(
api_key="YOUR_EACHLABS_API_KEY",
base_url="https://eachsense-agent.core.eachlabs.run/v1"
)
response = client.chat.completions.create(
model="eachsense/beta",
messages=[{
"role": "user",
"content": "Transform this photograph into a Studio Ghibli anime illustration. Keep the same composition, subjects, and scene but render everything in the warm, hand-painted anime art style with soft colors and gentle lighting."
}],
# Images are included in the message content array above
)
print(response.choices[0].message.content)
Blend a content image with a style reference:
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [
{
"role": "user",
"content": [
{"type": "text", "text": "Take the composition and subject from the first image and apply the artistic style from the second image. Combine them into a cohesive artwork."},
{"type": "image_url", "image_url": {"url": "https://example.com/content-image.jpg"}},
{"type": "image_url", "image_url": {"url": "https://example.com/style-reference.jpg"}}
]
}
],
"stream": false
}'
Images are sent inside messages using the OpenAI multimodal content format. Maximum 4 images per request.
Set "stream": true for real-time Server-Sent Events (SSE) responses, or "stream": false to receive the complete result in a single response. Streaming is useful for showing progress in UIs; non-streaming is simpler for scripts and automation.
| Transformation | Description | Example |
|---|---|---|
| Style Transfer | Apply an artistic style to a photo | Photo to oil painting |
| Sketch to Art | Render a rough sketch into finished artwork | Pencil sketch to digital illustration |
| Medium Swap | Change the artistic medium | Watercolor to 3D render |
| Era Shift | Reimagine in a different time period | Modern city as medieval village |
| Genre Change | Change the visual genre | Landscape photo to sci-fi scene |
| Mood Shift | Change the emotional tone | Bright daytime to moody noir |
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [
{
"role": "user",
"content": [
{"type": "text", "text": "Transform this landscape photo into a classical oil painting in the style of the Hudson River School. Rich earth tones, visible impasto brushstrokes, dramatic chiaroscuro lighting, golden varnish warmth. Keep the composition but make it feel like a 19th-century masterpiece."},
{"type": "image_url", "image_url": {"url": "https://example.com/valley-landscape.jpg"}}
]
}
],
"stream": false
}'
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [
{
"role": "user",
"content": [
{"type": "text", "text": "Turn this rough pencil sketch into a polished digital illustration. Add full color, clean lines, proper shading, and a detailed background. Fantasy art style with vibrant colors and dramatic lighting."},
{"type": "image_url", "image_url": {"url": "https://example.com/character-sketch.jpg"}}
]
}
],
"stream": false
}'
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [
{
"role": "user",
"content": [
{"type": "text", "text": "Reimagine this city street as a cyberpunk scene set in 2099. Add neon signs in Japanese and English, holographic advertisements, flying vehicles in the background, wet reflective streets, and a perpetual night sky with a pink-purple haze. Keep the same buildings and street layout."},
{"type": "image_url", "image_url": {"url": "https://example.com/city-street.jpg"}}
]
}
],
"stream": false
}'
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"messages": [
{
"role": "user",
"content": [
{"type": "text", "text": "Transform this daytime photo to a nighttime scene. Add a starry sky, moonlight casting blue-silver shadows, warm light glowing from windows, and street lamps illuminating the path. Keep all the structures and composition identical."},
{"type": "image_url", "image_url": {"url": "https://example.com/daytime-house.jpg"}}
]
}
],
"stream": false
}'
The wording of your prompt controls how much the output differs from the input:
Transform/Convert/Reimagine this [source description] into [target style/scene].
[What to keep from the original].
[What to change or add].
[Style, mood, and quality keywords].