Bria Embed Product

Bria Embed Product

Playground

Bria Embed Product seamlessly integrates product images into scene backgrounds with natural lighting and perspective matching. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.

Features

Bria Embed Product

Bria Embed Product seamlessly embeds product images into background scenes with precise positioning control. Upload a background image and one or more product images with exact placement coordinates — the model intelligently blends products into the scene with natural lighting, shadows, and perspective.

Why Choose This?

• Precise positioning Specify exact X, Y coordinates and dimensions for pixel-perfect product placement.

• Multi-product support Embed multiple products into a single scene with individual positioning for each.

• Intelligent blending Automatically adapts lighting, shadows, and perspective for realistic integration.

• Simple workflow Define position and size — the model handles the compositing automatically.

Parameters

How to Use

1. Upload background image — provide the scene where products will be placed.
2. Add products — for each product:
   • Upload the product image
   • Set X and Y coordinates for placement position
   • Set width and height for product size
3. Add more products (optional) — click ”+ Add Item” to embed additional products.
4. Set seed (optional) — for reproducible results.
5. Run — submit and download your composite image.

Pricing

Best Use Cases

• E-commerce — Place products in lifestyle scenes for catalog and marketing images.
• Interior Design — Visualize furniture and decor in room settings.
• Advertising — Create product placement visuals for campaigns.
• Virtual Staging — Add products to empty spaces for real estate or retail.
• Product Photography — Composite products into professional backgrounds without physical shoots.

Pro Tips

• Use transparent PNG product images for best blending results.
• Coordinate values (x, y) define the top-left corner of the product placement.
• Match product size (width, height) to the perspective of the background scene.
• For multiple products, consider their relative positions and overlap.
• Use a consistent seed to iterate on placement while maintaining the same blending style.

Notes

• Both image (background) and products are required fields.
• Each product requires image, x, y, width, and height values.
• Coordinates are in pixels relative to the background image.
• Ensure uploaded image URLs are publicly accessible.

Related Models

• FireRed Image Edit — Multi-image editing and composition.

# Submit the task
curl --location --request POST "https://api.wavespeed.ai/api/v3/bria/embed-product" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}" \
--data-raw '{
    "products": [
        {}
    ],
    "enable_sync_mode": false,
    "enable_base64_output": false
}'

# Get the result
curl --location --request GET "https://api.wavespeed.ai/api/v3/predictions/${requestId}/result" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}"