i-am-shreya/Automatic-group-affect-analysis-in-images-via-visual-attribute-and-feature-networks

Automatic group affect analysis in images via visual attribute and feature networks

Python

Group-Affect

holistic.py, emotion.py and attribute.py are about holistic, emotion and attribute network respectively.

Demo:

Demo video is available here.

Requirements:

We use keras (link) with tensorflow backend to train our models.

Models:

Respective model-weights are available here.

Misc:

Paper link: https://ieeexplore.ieee.org/document/8451242

Contact:

Shreya Ghosh
GAF 3.0 and GAF 2.0 dataset (link).

If you find the code useful for your research, please consider citing our work:

@inproceedings{ghosh2018automatic,
  title={Automatic Group Affect Analysis in Images via Visual Attribute and Feature Networks},
  author={Ghosh, Shreya and Dhall, Abhinav and Sebe, Nicu},
  booktitle={2018 25th IEEE International Conference on Image Processing (ICIP)},
  pages={1967--1971},
  year={2018},
  organization={IEEE}
}