awesome-genmedia AI Expression Editor
Change facial expressions in photos naturally using each::sense — the intelligent AI agent that automatically selects the best model for your request.
Quick Start
Requires an each::labs API key. Get one at eachlabs.ai.
Using curl
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": "Change the expression in this photo to a warm, natural smile with slightly squinted eyes. Keep everything else exactly the same — same lighting, background, hair, and clothing."},
{"type": "image_url", "image_url": {"url": "https://example.com/neutral-portrait.jpg"}}
]
}
],
"stream": false
}'
Using Python (OpenAI SDK)
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": "Change the expression in this photo to a warm, natural smile with slightly squinted eyes. Keep everything else exactly the same — same lighting, background, hair, and clothing."
}],
# Images are included in the message content array above
)
print(response.choices[0].message.content)
With Reference Image
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": "Make this person look surprised with raised eyebrows and open mouth. Keep the rest of the photo unchanged."},
{"type": "image_url", "image_url": {"url": "https://example.com/photo.jpg"}}
]
}
],
"stream": false
}'
Images are sent inside messages using the OpenAI multimodal content format. Maximum 4 images per request.
Streaming
Set "stream": true for real-time SSE responses, or "stream": false for complete result in a single response. Streaming is useful for showing progress in UIs; non-streaming is simpler for scripts and automation.
Expression Reference
| Expression | Key Facial Changes | Muscle Groups Involved |
|---|---|---|
| Happy/Smile | Upturned mouth corners, crow's feet, raised cheeks | Zygomatic major, orbicularis oculi |
| Surprise | Raised eyebrows, wide eyes, open mouth | Frontalis, levator palpebrae |
| Sadness | Downturned mouth, furrowed inner brows, droopy eyes | Depressor anguli oris, corrugator |
| Anger | Lowered brows, tense jaw, narrowed eyes | Corrugator, masseter |
| Disgust | Wrinkled nose, raised upper lip, squinted eyes | Levator labii, nasalis |
| Fear | Wide eyes, raised brows, tense mouth | Frontalis, platysma |
| Contempt | One-sided smirk, raised chin | Unilateral zygomatic |
| Wink | One eye closed, slight smile | Orbicularis oculi (unilateral) |
Prompt Engineering Tips
Be Precise About the Expression
Describe the expression in physical terms, not just the emotion name:
Change the expression to [emotion]: [specific facial changes]. Keep [everything to preserve].
Intensity Levels
Control how strong the expression is:
- Subtle: "a slight smile," "barely noticeable frown"
- Moderate: "a clear smile," "visibly surprised"
- Exaggerated: "a wide beaming grin," "jaw-dropped shock"
Preservation is Key
Always explicitly state what should not change:
Keep the same person identity, lighting, background, clothing, hair, and photo quality.
Only change the facial expression.
Examples
Neutral to Laughing
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": "Change this person from their neutral expression to genuinely laughing. Open mouth showing teeth, crinkled eyes, raised cheeks, natural laugh lines. The laugh should look authentic, not posed. Keep everything else in the photo identical."},
{"type": "image_url", "image_url": {"url": "https://example.com/serious-face.jpg"}}
]
}
],
"stream": false
}'
Add Professional Smile to Headshot
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": "Add a professional, confident closed-mouth smile to this corporate headshot. Slight upturning of the mouth corners, engaged eyes, approachable but not overly casual. Maintain the professional lighting and background exactly as-is."},
{"type": "image_url", "image_url": {"url": "https://example.com/corporate-headshot.jpg"}}
]
}
],
"stream": false
}'
Surprised Expression
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": "Change this person expression to genuine surprise. Eyebrows raised high, eyes wide open, mouth in a small O shape, like they just received unexpected good news. Natural and believable, not cartoonish. Keep everything else the same."},
{"type": "image_url", "image_url": {"url": "https://example.com/casual-portrait.jpg"}}
]
}
],
"stream": false
}'
Thoughtful/Pensive Look
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": "Change this smiling portrait to a thoughtful, contemplative expression. Slight furrowing of the brows, eyes looking slightly upward, closed relaxed mouth, as if deep in thought. Intellectual and introspective feel. Keep the same photo quality and setting."},
{"type": "image_url", "image_url": {"url": "https://example.com/smiling-portrait.jpg"}}
]
}
],
"stream": false
}'
Workflow: Expression Series for Marketing
# Step 1: Generate a happy version
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": "Change this portrait to show a bright, genuine smile with teeth showing and happy eyes. Keep everything else identical."},
{"type": "image_url", "image_url": {"url": "https://example.com/model-neutral.jpg"}}
]
}
],
"stream": false
}'
# Step 2: Generate a surprised version
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": "Change this portrait to a surprised, excited expression. Wide eyes, raised brows, open mouth, like discovering something amazing. Keep everything else identical."},
{"type": "image_url", "image_url": {"url": "https://example.com/model-neutral.jpg"}}
]
}
],
"stream": false
}'
# Step 3: Generate a determined/confident version
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": "Change this portrait to a confident, determined expression. Firm jaw, direct gaze, slight squint, subtle closed-mouth smile conveying strength. Keep everything else identical."},
{"type": "image_url", "image_url": {"url": "https://example.com/model-neutral.jpg"}}
]
}
],
"stream": false
}'
Related Skills
- AI Beauty Filter — Enhance the photo after expression change
- AI Face Swap — Swap faces between photos
- AI Caricature — Exaggerated cartoon expressions
- AI Aging Filter — Age progression effects
- AI Makeup Try-On — Virtual makeup application
Related Models
- flux-kontext-pro — Context-aware image editing
- live-portrait — Facial animation from images
- pulid-flux — Identity-preserving generation