generator_synthetic_data

Code accompanying the paper "Expecting the Unexpected: Training Detectors for Unusual Pedestrians with Adversarial Imposters". This repo contains the scripts of the generator for synthetic data. Because of the copyright, we can't upload 3D models.

Requirement

• Windows or Mac OS
• Unity3D 5.4
• Opencv for unity

Usage

Dataset Download

• Synthetic Dataset

Cite

Please cite our paper if you use this code or our datasets in your own work:

@article{huang2017recognition,
  title={Expecting the Unexpected: Training Detectors for Unusual Pedestrians with Adversarial Imposters},
  author={Huang, Shiyu and Ramanan, Deva},
  journal={arXiv preprint arXiv:1703.06283},
  year={2017}
}

Author

Shiyu Huang(huangsy13@gmail.com)