Virtual Try-On

AI-powered virtual try-on solution that allows users to visualize how clothing, accessories, makeup, and hairstyles look on them without physically trying items on.

Overview

The Virtual Try-On skill leverages each::sense API to provide realistic visualization of:

• Clothing Try-On: Shirts, dresses, jackets, pants, and full outfits
• Accessories: Glasses, sunglasses, jewelry, watches, scarves, hats
• Makeup: Lipstick, eyeshadow, foundation, blush, complete makeup looks
• Hairstyles: Different haircuts, colors, and styling options
• Shoes: Sneakers, heels, boots, sandals
• Jewelry: Necklaces, earrings, bracelets, rings

Quick Start

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Show me wearing this dress"}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/person-photo.jpg",
      "https://example.com/dress-product.jpg"
    ],
    "mode": "max"
  }'

Try-On Categories

| Category | Description | Example Items | |----------|-------------|---------------| | Clothing | Apparel and garments | Shirts, dresses, jackets, pants, coats | | Shoes | Footwear | Sneakers, heels, boots, sandals, loafers | | Glasses | Eyewear | Prescription glasses, sunglasses, reading glasses | | Jewelry | Decorative accessories | Necklaces, earrings, bracelets, rings | | Makeup | Cosmetic products | Lipstick, eyeshadow, foundation, blush | | Hairstyles | Hair modifications | Haircuts, hair colors, styling | | Watches | Wristwear | Analog watches, smartwatches, luxury watches |

Use Case Examples

1. Clothing Try-On

Visualize how a specific clothing item looks on a person.

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Show me wearing this blue blazer. Keep my face and body proportions accurate."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/my-photo.jpg",
      "https://example.com/blue-blazer.jpg"
    ],
    "mode": "max"
  }'

2. Glasses/Eyewear Try-On

Try on different eyewear styles virtually.

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Put these round tortoiseshell glasses on me. Make sure the fit looks natural on my face shape."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/face-photo.jpg",
      "https://example.com/tortoiseshell-glasses.jpg"
    ],
    "mode": "max"
  }'

3. Jewelry Try-On

Visualize jewelry items like necklaces, earrings, or bracelets.

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Show me wearing this gold necklace. Position it naturally on my neckline."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/portrait-photo.jpg",
      "https://example.com/gold-necklace.jpg"
    ],
    "mode": "max"
  }'

4. Watch Try-On

Try on watches to see how they fit your wrist.

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Put this luxury watch on my wrist. Show how it looks from a natural angle."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/wrist-photo.jpg",
      "https://example.com/luxury-watch.jpg"
    ],
    "mode": "max"
  }'

5. Makeup Try-On

Apply virtual makeup looks or specific cosmetic products.

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Apply this red lipstick shade to my lips. Keep the rest of my makeup natural."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/face-closeup.jpg",
      "https://example.com/red-lipstick-product.jpg"
    ],
    "mode": "max"
  }'

6. Hairstyle Try-On

Experiment with different hairstyles and hair colors.

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Give me this bob haircut style. Match the hair color to the reference image."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/my-current-photo.jpg",
      "https://example.com/bob-hairstyle-reference.jpg"
    ],
    "mode": "max"
  }'

7. Shoes Try-On

Visualize how different footwear looks.

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Show me wearing these white sneakers. Display a full body view."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/full-body-photo.jpg",
      "https://example.com/white-sneakers.jpg"
    ],
    "mode": "max"
  }'

8. Full Outfit Styling

Create a complete look with multiple clothing items.

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Style me in this complete outfit - the jacket, pants, and shoes together. Create a cohesive look."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/my-photo.jpg",
      "https://example.com/leather-jacket.jpg",
      "https://example.com/black-jeans.jpg",
      "https://example.com/boots.jpg"
    ],
    "mode": "max"
  }'

9. Accessory Combination

Combine multiple accessories for a complete 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" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Put these sunglasses and this scarf on me together. Make the accessories complement each other."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/portrait.jpg",
      "https://example.com/aviator-sunglasses.jpg",
      "https://example.com/silk-scarf.jpg"
    ],
    "mode": "max"
  }'

10. Event-Ready Styling

Create looks for specific occasions.

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Dress me for a formal wedding. Use this evening gown and add elegant jewelry to complete the look."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": [
      "https://example.com/my-photo.jpg",
      "https://example.com/evening-gown.jpg",
      "https://example.com/pearl-earrings.jpg"
    ],
    "mode": "max"
  }'

Using image_urls

The image_urls parameter accepts an array of image URLs for virtual try-on:

| Position | Purpose | Requirements | |----------|---------|--------------| | First image | Person photo | Clear, well-lit photo of the person | | Second image | Product/item photo | Clear product image on neutral background | | Additional images | Multiple products | For combining multiple items in one try-on |

Image Guidelines

• Person Photo: Front-facing, good lighting, relevant body parts visible
• Product Photo: High resolution, clear product details, minimal background clutter
• Supported Formats: JPEG, PNG, WebP
• Recommended Resolution: 1024x1024 or higher for best results

Best Practices

Photo Quality

1. Person Photo Requirements:

   • Use well-lit, high-resolution images
   • Ensure the relevant body part is clearly visible (face for glasses, full body for clothing)
   • Avoid heavy filters or extreme angles
   • Front-facing photos work best for most try-ons

2. Product Photo Requirements:

   • Use official product images when available
   • Ensure the item is clearly visible and not obscured
   • White or neutral backgrounds work best
   • Multiple angles can improve accuracy

Prompt Tips

• Be Specific: Describe exactly how you want the item positioned
• Mention Fit: Ask for natural fit and proportions
• Reference Colors: Specify if color matching is important
• Include Context: Mention the occasion or style goal

Good Prompts:

• "Show me wearing this navy blazer with natural shoulder fit"
• "Apply this eyeshadow palette for an evening look"
• "Put these glasses on me, adjusting for my face shape"

Less Effective Prompts:

• "Try this on" (too vague)
• "Put clothes" (no specific item reference)

Mode Selection

| Mode | Description | Best For | |------|-------------|----------| | max | Highest quality, detailed rendering | Final visualizations, important decisions | | eco | Faster processing, good quality | Quick previews, browsing multiple options |

# High quality for final decision
curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Show me in this wedding dress with maximum detail"}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": ["https://example.com/me.jpg", "https://example.com/dress.jpg"],
    "mode": "max"
  }'

# Quick preview mode
curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Quick preview of this t-shirt on me"}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": ["https://example.com/me.jpg", "https://example.com/tshirt.jpg"],
    "mode": "eco"
  }'

Multi-Turn Sessions

Use session_id to try multiple items in a continuous session, maintaining context from previous interactions.

Starting a Session

curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "This is my photo. I want to try on several outfits for a job interview."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": ["https://example.com/my-photo.jpg"],
    "session_id": "tryon-session-12345",
    "mode": "max"
  }'

Continuing the Session

# Try first outfit
curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Now show me in this navy suit"}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": ["https://example.com/navy-suit.jpg"],
    "session_id": "tryon-session-12345",
    "mode": "max"
  }'

# Try second outfit
curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "How about this charcoal blazer with khakis instead?"}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": ["https://example.com/charcoal-blazer.jpg", "https://example.com/khakis.jpg"],
    "session_id": "tryon-session-12345",
    "mode": "max"
  }'

# Compare options
curl -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Which outfit looked more professional on me?"}],
    "model": "eachsense/beta",
    "stream": true,
    "session_id": "tryon-session-12345",
    "mode": "max"
  }'

Error Handling

Common Issues and Solutions

| Error | Cause | Solution | |-------|-------|----------| | Low quality result | Poor input image quality | Use higher resolution, well-lit photos | | Incorrect placement | Unclear body positioning | Use front-facing photos with visible target area | | Color mismatch | Product image has color cast | Use product images with accurate color representation | | Item not visible | Product obscured in image | Use clear product images on neutral backgrounds |

Handling API Errors

# Check response status and handle errors
response=$(curl -s -w "\n%{http_code}" -X POST "https://eachsense-agent.core.eachlabs.run/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Show me in this jacket"}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": ["https://example.com/me.jpg", "https://example.com/jacket.jpg"],
    "mode": "max"
  }')

http_code=$(echo "$response" | tail -n 1)
body=$(echo "$response" | head -n -1)

if [ "$http_code" -eq 200 ]; then
  echo "Success: $body"
elif [ "$http_code" -eq 401 ]; then
  echo "Error: Invalid API key"
elif [ "$http_code" -eq 400 ]; then
  echo "Error: Invalid request - check image URLs and parameters"
else
  echo "Error $http_code: $body"
fi

Related Skills

• Fashion AI - AI-powered fashion recommendations and styling
• Image Edit - General image editing and manipulation
• Image Generation - Generate fashion and product images
• Product Visuals - Create professional product photography