Bria RMBG 2.0 | [image-to-image]
Bria's RMBG 2.0 delivers production-grade background removal at $0.018 per inference, trained exclusively on licensed commercial data. Trading breadth for legal certainty, this model solves the compliance headache that blocks most background removal tools from enterprise deployment. Built for teams that need defensible image segmentation without licensing risk.
Use Cases: E-commerce Product Photography | Marketing Asset Production | Professional Photo Editing
At $0.018 per generation, RMBG 2.0 is a specialized utility model, comparable to standard background removal pricing but with the critical differentiator of commercial licensing clarity.
| Metric | Result | Context |
|---|
| Training Data | 100% licensed commercial imagery | Legal defensibility for enterprise deployment |
| Cost per Image | $0.018 without prompt; $0.03 with prompt | Prompt requests are routed to Bria Guided Remove Background |
| Input Format | Image URL with optional text prompt | Prompt requests use Bria Guided Remove Background at $0.03 |
| Output Format | PNG with transparency | 1024x1024 preserved dimensions |
| Related Endpoints | Background Replace, Product Shot, Expand Image | Same-family variants for product photography workflows |
Built for Commercial Deployment
RMBG 2.0 uses a segmentation architecture trained exclusively on licensed data, contrasting sharply with open models trained on scraped web imagery.
What this means for you:
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Enterprise-safe training data: Every training image carries commercial licensing, eliminating copyright exposure in regulated industries
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Transparent background removal: Clean PNG output with alpha channel preservation for immediate compositing workflows
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Optional prompt: Add, drop, or narrow what the cut keeps in plain words ("the person with the mat", "without the lamp", "only the chair"), on the original pixels. A call with a prompt is Bria Guided Remove Background, $0.03.
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Single-purpose optimization: Focused solely on background segmentation rather than multi-task compromise
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Straightforward integration: Standard image URL input via fal's API with synchronous or asynchronous processing modes
Technical Specifications
| Spec | Details |
|---|
| Architecture | Bria RMBG 2.0 |
| Input Formats | JPEG, PNG, WebP, GIF, AVIF via URL |
| Output Formats | PNG with alpha channel transparency |
| Resolution | Up to 1024x1024 (preserves input dimensions) |
| License | Commercial use with licensed training data |
Input Summary: image_url (required); prompt (optional); sync_mode.
API Documentation | Quickstart Guide | Enterprise Pricing | Free online background remover
FAQ
Do I need to provide a mask or prompt?
No. RMBG takes a single image and produces the cutout automatically. An optional prompt changes what the cut keeps.
How is it priced?
$0.018 per generation, regardless of image resolution. A call with a prompt is $0.03.
What does the prompt do?
It changes what the cut keeps, in plain words: add something the plain cut drops, drop something it keeps, or narrow it to part of the subject. Nothing is repainted; the output is the original photo with a new alpha channel.
How It Stacks Up
Bria Background Replace ($0.023) – RMBG 2.0 ($0.018) strips backgrounds cleanly, 22% more cost-effective. Background Replace adds generative fill capabilities for product staging workflows where you need both removal and context reconstruction.
Bria Product Shot ($0.023) – RMBG 2.0 ($0.018) handles pure segmentation, while Product Shot combines removal with studio-quality scene generation for e-commerce listings. Product Shot trades simplicity for complete product photography automation at 28% higher cost.
Bria Expand Image ($0.023) – RMBG 2.0 focuses on isolation; Expand Image handles outpainting for aspect ratio adjustments post-removal. Teams typically chain RMBG 2.0 into Expand for complete product asset workflows, with Expand adding generative borders at $0.023 per operation.
Need more control over what stays in your image? Bria Guided Remove Background lets you include, exclude, or isolate specific objects using natural-language prompts at $0.03 per image.
If you are looking to explore other tools for background removal, check out our Free Online Background Remover
fal-ai/bria/background/remove
