Fibo Edit [Structured Instruction]

High-fidelity image editing model with state-of-the-art controllability. Combines JSON + Mask + Image for precise, fine-grained edits ideal for production and enterprise workflows. Trained on licensed data - safe for commercial use.

Precise, controllable photo re-lighting with structured text inputs. Apply natural lighting styles, soften harsh shadows, and transform scene illumination - production-ready and trained exclusively on licensed data.

Photo restoration model that automatically denoises, deblurs, and enhances old or damaged photos - removes imperfections while preserving original character.

Image colorization and color-grading model. Bring color to black-and-white photos or apply curated color treatments using simple style-based commands.

Precisely rewrite text inside images while preserving typography, fonts, and layout. High-quality, brand-safe edits trained exclusively on licensed data for safe commercial use.

Remove unwanted objects from images with a text prompt - fast, precise editing that seamlessly blends results. Built for production scale and trained on licensed data for safe commercial use.

Convert line drawings and sketches into photorealistic, fully colored images with preserved structure. Trained exclusively on licensed data for safe commercial and design use.

Production-grade style transfer that maps photos to distinct artistic styles using curated, brand-safe presets. Trained exclusively on licensed data for risk-free commercial use.

Precisely insert new objects into images with structured spatial commands. Context-aware, high-quality editing with seamless blending. Trained on licensed data for risk-free commercial and brand-safe use.

image composition model. Combine and blend multiple image parts into complex compositions through natural language and sequential editing.

Transform the season or weather of an image - summer to winter, sunny to rainy - with realistic atmosphere and lighting. Trained exclusively on licensed data for risk-free commercial use.

Replace any object in an image using plain language with fine-grained, precise edits and strong prompt adherence. Trained on licensed data for risk-free commercial and brand-safe use.

Structured Prompt Generation endpoint for Fibo, Bria's SOTA Open source model.

Convert plain text into Fibo-Lite's transparent JSON-structured prompts - Bria's unique controllability layer that no closed model offers. Built for agentic and enterprise workflows.