Emotiw-Engagement-Prediction

KO | EN

gitlite — search

#python #typescript #llm #golang #machine-learning #deep-learning #docker #nodejs #java #windows #awesome #vue #awesome-list #mcp

Emotiw-Engagement-Prediction

(★ 26)

Champion of engagement intensity prediction task in Emotion in the wild Challenge 2018.

Emotiw-Engagement-Prediction 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Engagement level prediction

![GitHub](https://img.shields.io/github/license/Marsrocky/Emotiw-Engagement-Prediction)

It implements the work in the [EmotiW18 challenge](https://sites.google.com/view/emotiw2018/home). In the engagement intensity prediction task, we win the **1st place** and the details are refered in our paper "Deep Recurrent Multi-instance Learning with Spatio-temporal Features for Engagement Intensity Prediction. International Conference on Multimodal Interaction (ICMI’18), ACM." ([link](https://dl.acm.org/doi/abs/10.1145/3242969.3264981))

### Requirement

* pytorch 0.4.1
* [OpenPose](https://github.com/CMU-Perceptual-Computing-Lab/openpose)
* [OpenFace](http://cmusatyalab.github.io/openface/)
* [LBPTOP](http://www.cse.oulu.fi/CMV/Downloads/LBPMatlab)

### Reference

Please cite the paper if you think it is helpful.
```
@inproceedings{yang2018deep,
  title={Deep recurrent multi-instance learning with spatio-temporal features for engagement intensity prediction},
  author={Yang, Jianfei and Wang, Kai and Peng, Xiaojiang and Qiao, Yu},
  booktitle={Proceedings of the 20th ACM international conference on multimodal interaction},
  pages={594--598},
  year={2018}
}
```

Emotiw-Engagement-Prediction

Emotiw-Engagement-Prediction 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Emotiw-Engagement-Prediction

Emotiw-Engagement-Prediction 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README