README.md

metadata

title: RePlan Image Editing
emoji: 🎯
colorFrom: blue
colorTo: pink
sdk: gradio
sdk_version: 6.20.0
app_file: app.py
short_description: Reasoning-guided region planning for image editing
python_version: '3.12'
startup_duration_timeout: 1h
pinned: false

RePlan: Reasoning-guided Region Planning for Complex Instruction-based Image Editing

RePlan couples a reasoning VLM planner with a diffusion editor to handle complex, instruction-based image editing. The planner (TainU/RePlan-Qwen2.5-VL-7B) performs chain-of-thought reasoning to decompose an instruction into region-specific bounding boxes + local hints and a global prompt. The editor then executes the edit using training-free region-constrained attention injection, keeping edits localized without spillover.

• Editor backbone: FLUX.2-klein-4B (Apache-2.0, distilled 4-step)
• Paper: https://huggingface.co/papers/2512.16864
• Code: https://github.com/dvlab-research/RePlan