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

Parameter	Required	Description
image	Yes	Background image (URL or upload)
products	Yes	List of products to embed (click "+ Add Item" to add more)
→ image	Yes	Product image (URL or upload)
→ x	Yes	X coordinate for product placement (pixels)
→ y	Yes	Y coordinate for product placement (pixels)
→ width	Yes	Product width in the output (pixels)
→ height	Yes	Product height in the output (pixels)
seed	No	Random seed for reproducibility
enable_sync_mode	No	Wait for result in response (API only)
enable_base64_output	No	Return base64 instead of URL (API only)

How to Use

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

Pricing

Output	Cost
Per image	$0.04

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.

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.

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