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Bria AI Image Editing API v2 – Image Editing API

What is Bria AI Image Editing API v2?

Bria AI’s Image Editing API v2 is a suite of generative image-manipulation models built for developers, creators, and product managers. It supports precise object removal, content-aware fills, background editing, canvas expansion, detail enhancement, and resolution upscaling. Leveraging advanced diffusion and transformer architectures, Bria AI v2 produces context-aware edits while preserving original image quality. With built-in moderation controls, it’s designed for safe, scalable integration into web, mobile, and desktop applications.

Key Features

• •Eraser (Object Removal): Remove unwanted objects with pixel-perfect masked edits.
• •Generative Fill: Create new elements or reconstruct masked areas using natural-language prompts.
• •Background Editing: Remove, replace, or blur backgrounds while maintaining foreground clarity.
• •Image Expansion: Widen canvases seamlessly by “outpainting” new content that matches the original style.
• •Enhance Image: Refine textures, boost detail, and sharpen subtle features.
• •Increase Resolution: Upscale images up to 4× without introducing artifacts or synthetic details.
• •Content Moderation: Optional visual_input_content_moderation and visual_output_content_moderation for compliance.

Best Use Cases

• •Photo retouching and restoration for photography platforms
• •E-commerce and retail: background removal, product spotlighting
• •Social media content: custom filters, branded overlays, dynamic backgrounds
• •Marketing assets: ad creatives, banners, hero images
• •Game development: asset cleanup, environment extension
• •Print and editorial: high-resolution upscaling, style-consistent extensions

Prompt Tips and Output Quality

1. •High-Resolution Inputs: Provide clear, high-res images (e.g., ≥ 1024×1024 px) for optimal edits.
2. •Mask Precision: Use accurate masks for Eraser and Generative Fill to guide context-aware content.
3. •Scale Setting: Adjust the scale parameter (1–5) to control blur intensity in background edits. Default is 3 for balanced blurring.
4. •Preserve Transparency: Enable preserve_alpha for logos or overlays to maintain alpha channels.
5. •Moderation Flags: Activate visual_input_content_moderation or visual_output_content_moderation when handling sensitive imagery.
6. •Iterative Refinement: Combine Enhance Image and Increase Resolution sequentially for crisp detailed outputs.

# Bria AI Image Editing API v2 – Effective Usage Guide

Leverage Bria AI’s Image Editing API v2 to streamline object removal, generative fills, background edits, canvas expansions and more. This guide covers best practices, recommended parameter settings, and use-case examples.

## 1. Getting Started
- Provide high-resolution inputs (≥1024×1024px) for cleaner results.  
- Supply precise binary masks when removing objects or inpainting.  
- Chain enhancement and upscaling steps for optimal detail.

## 2. Core Parameters
| Parameter                          | Type     | Default | Description                                            |
|------------------------------------|----------|---------|--------------------------------------------------------|
| `image`                            | string   | —       | URL of the input image (clear, high-res)               |
| `scale`                            | integer  | 3       | Blur intensity for background edits (1=min, 5=max)     |
| `preserve_alpha`                   | boolean  | true    | Retain transparency (logos, overlays)                  |
| `visual_input_content_moderation`  | boolean  | false   | Filter sensitive input images                          |
| `visual_output_content_moderation` | boolean  | false   | Enforce compliance on generated output                 |

## 3. Parameter Recommendations by Use Case

1. **Object Removal (Eraser)**
   - Mask target area accurately.
   - `preserve_alpha`: false  
   - Moderation flags: off  
   Result: Pixel-perfect fill based on surrounding context.

2. **Generative Fill**
   - Provide mask + prompt (e.g., “add wildflowers along shoreline”).  
   - `preserve_alpha`: false  
   - Moderation: on if using user-generated prompts.  
   - `scale`: N/A (fills follow text instructions).

3. **Background Editing & Blur**
   - Replace or blur existing background.  
   - `scale`: 2 (subtle), 3 (balanced), 5 (strong blur).  
   - `preserve_alpha`: false when cutting out subjects.  

4. **Canvas Expansion (Outpainting)**
   - Define expanded canvas area with transparent margins.  
   - Use descriptive prompt for style match.  
   - `preserve_alpha`: true (if extending overlays).  

5. **Enhance & Upscale**
   - Step 1: Enhance Image  
     • Increases sharpness, boosts textures.  
   - Step 2: Increase Resolution (up to 4×)  
     • Preserves edges, no synthetic artifacts.  
   - `preserve_alpha`: true for UI assets.  

## 4. Best Practices
- **Iterative Refinement**: Preview intermediate outputs; adjust masks or prompts.  
- **High-Quality Masks**: Simplify complex edges with feathered brush strokes.  
- **Content Moderation**: Enable `visual_input_content_moderation` and `visual_output_content_moderation` when processing user-generated or sensitive imagery to ensure safety and compliance.  
- **Prompt Clarity**: Be specific—“replace sky with a pink sunset with wispy clouds” yields more accurate generative fills.

By tuning these parameters per workflow, Bria AI v2 delivers seamless, context-aware edits across photography, e-commerce, marketing, gaming, and print applications.

How do I remove an object from an image?

A: Use the Eraser model with a binary mask over the target area. The API will seamlessly fill the removed region based on surrounding context.

Can I replace or blur a background automatically?

A: Yes. Invoke the background editing endpoint, set scale (1–5) for blur, or pass a replacement image/prompt for dynamic backgrounds.

What is Generative Fill and how do I use it?

A: Generative Fill regenerates masked regions via text prompts. Supply a mask and descriptive prompt (e.g., “add a sunset over the lake”) to create new content.

How can I upscale images without artifacts?

A: Call Increase Resolution after Enhance Image. The upscaler preserves edges and textures without fabricating new elements.

How do I maintain transparency in output?

A: Enable preserve_alpha=true. This retains the original alpha channel, ideal for overlays, watermarks, and UI assets.