How Useful Is Photo-Realistic Rendering for Visual Learning?

Abstract

Data seems cheap to get, and in many ways it is, but the process of creating a high quality labeled dataset from a mass of data is time-consuming and expensive.

Cite

Text

Movshovitz-Attias et al. "How Useful Is Photo-Realistic Rendering for Visual Learning?." European Conference on Computer Vision Workshops, 2016. doi:10.1007/978-3-319-49409-8_18

Markdown

[Movshovitz-Attias et al. "How Useful Is Photo-Realistic Rendering for Visual Learning?." European Conference on Computer Vision Workshops, 2016.](https://mlanthology.org/eccvw/2016/movshovitzattias2016eccvw-useful/) doi:10.1007/978-3-319-49409-8_18

BibTeX

@inproceedings{movshovitzattias2016eccvw-useful,
  title     = {{How Useful Is Photo-Realistic Rendering for Visual Learning?}},
  author    = {Movshovitz-Attias, Yair and Kanade, Takeo and Sheikh, Yaser},
  booktitle = {European Conference on Computer Vision Workshops},
  year      = {2016},
  pages     = {202-217},
  doi       = {10.1007/978-3-319-49409-8_18},
  url       = {https://mlanthology.org/eccvw/2016/movshovitzattias2016eccvw-useful/}
}