Bria’s Product Shot Editing APIs gives builders powerful tools to streamline visual content creation — enabling developers to automate and enhance product shots with more control, flexibility, and realism.
Core capabilities include product cutouts, customizable backgrounds for professional packshots, consistent shadow rendering, and AI-powered lifestyle shots using both text and reference images.
As a first step, we’ve introduced dedicated support for automotive workflows — adding vehicle-specific features such as realistic reflection generation, tire and wheel refinement, environmental effects (e.g., fog, dust, snow), and harmonization presets.
These capabilities are designed to reduce manual work and help teams create high-quality vehicle visuals faster, with more creative control. Support for additional product categories is coming soon.
| Family | Endpoints | Notes |
|---|---|---|
| Catalog basics | /v1/product/cutout, /v1/product/packshot, /v1/product/shadow | Synchronous by default; image_url or file input |
| Lifestyle scenes | /v1/product/lifestyle_shot_by_text, /v1/product/lifestyle_shot_by_image | sync flag, num_results, placement types |
| Product editing | /v2/image/edit/product/cutout, /v2/image/edit/product/integrate, /v2/image/edit/product/holding, /v2/image/edit/product/virtual-tryon | Async by default, image input; results by webhook or polling |
| Automotive | /v1/product/vehicle/shot_by_text, segment, generate_reflections, refine_tires, apply_effect, harmonize | Vehicle-specific scenes, reflections, tires, effects |
Start with the best practices guide for the cutout, shadow and packshot pipeline, then see the API reference.