Virtual Try-On

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