Fibo-Edit-RMBG Sandbox

Fibo-Edit-RMBG SandboxUV-first local background-removal workflow

Run BRIA's gated Fibo-Edit-RMBG model locally, compare edge behavior, and document Windows GPU tradeoffs.

Getting Started

Experiment Guide

Local CLI first

The repo exposes a compact `uv`-managed CLI for single-image background removal without hiding the actual inference settings.

Edge comparison included

Saved experiments compare `soft`, `balanced`, and `hard` mask behavior across four example inputs with reusable boards and summaries.

Practical Windows notes

The docs call out the real constraints hit on a Windows RTX 3060 6GB machine, including CPU offload failures and memory pressure edges.

What lives here

This project is intentionally narrow:

a Python CLI under fibo_edit_rmbg_sandbox/
saved example outputs under outputs/
experiment reports under experiments/
a reusable sweep script under scripts/run_edge_experiments.py

Need the Japanese version? Open 日本語 docs.

Repository links:

Use the guide pages for quickstart, CLI details, experiments, troubleshooting, and licensing boundaries.