Magiclayouts

Code and models for Magic Layouts (CVPR 2021)

Dataset

RICO Dataset from rico

DrawnUI HandDrawn sketches of UX designs (Please contact if you need a copy of this)

To do the inference

• This repo depends on pytorch>1.4 and detectron2. PLease install them first.
• First Download the pretrained models from here and put them in trained_models
• Run predict.py
• You can choose the dataset/model in the script

If you find this repository useful for your publications, please consider citing our paper.

@inproceedings{manandhar2021magic,
  title={Magic Layouts: Structural Prior for Component Detection in User Interface Designs},
  author={Manandhar, Dipu and Jin, Hailin and Collomosse, John},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={15809--15818},
  year={2021}
}