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Creating multi-view wire art (MVWA), a static 3D sculpture with diverse interpretations from different viewpoints, is a complex task even for skilled artists. In response, we present DreamWire, an AI system enabling everyone to craft MVWA easily. Users express their vision through text prompts or scribbles, freeing them from intricate 3D wire organisation. This is the first AI solution for creating multi-view wire art.
@inproceedings{qu2023dreamwire,
title={Wired Perspectives: Multi-View Wire Art Embraces Generative AI},
author={Qu, Zhiyu and Yang, Lan and Zhang, Honggang and Xiang, Tao and Pang, Kaiyue and Song, Yi-Zhe},
booktitle={CVPR},
year={2024}
}
This work is based on SketchDreamer. Please follow the dependencies of SketchDreamer.
Generate multi-view wire art by text prompts only, use | to split different prompts (recommended):
$python run_object_sketching.py --num_sketches 3 --num_segments 4 --num_strokes 64 --train_with_diffusion -display --num_aug_clip 1 --text_prompt 'a_simple_portrait_of_Isaac_Newton|a_simple_portrait_of_Albert_Einstein|a_simple_portrait_of_Alan_Turing' --output_name 'legend' --use_wandb 0
Generate multi-view wire art in hybrid mode, use the white.png for text only control:
$python run_object_sketching.py --num_sketches 3 --num_segments 4 --num_strokes 64 --train_with_diffusion -display --num_aug_clip 1 --text_prompt 'a_simple_portrait_of_Sherlock_Homles|a_simple_portrait_of_Dr._John_Watson|a_simple_portrait_of_London_Tower_Bridge' --output_name 'detective' --use_wandb 0 --control --sketches_edit './edgemaps/sherlock.png|./edgemaps/white.png|./edgemaps/white.png'