FlowCycle is a target-aware image editing method with high source consistency.
Target-aware Image Editing via Cycle-consistent Constraints
Yanghao Wang, Zhen Wang, Long Chen
It requires a GPU with at least 16GB of memory.
conda env create -f environment.yaml
conda activate flowcycle
pip install --upgrade huggingface_hub
hf auth login
Enter your access token.
python demo.py
A blue-gray Audi car parked in a grassy area. A white dog sitting on the grass, next to the car. A cat laying on the hood of the car.
A blue-gray Audi car parked in a grassy area. A Husky dog sitting on the grass, next to the car. A tiger cab laying on the hood of the car.
If you use FlowCycle in your research or wish to refer to the baseline results published here, please use the following BibTeX entry.
@article{wang2025target,
title={Target-aware Image Editing via Cycle-consistent Constraints},
author={Wang, Yanghao and Wang, Zhen and Chen, Long},
journal={arXiv preprint arXiv:2510.20212},
year={2025}
}