BAUM-1
Donated on 11/8/2018
BAUM-1 dataset contains 1184 multimodal facial video clips collected from 31 subjects. The 1184 video clips contain spontaneous facial expressions and speech of 13 emotional and mental states.
Dataset Characteristics
Time-Series
Subject Area
Computer Science
Associated Tasks
Classification
Feature Type
-
# Instances
1184
# Features
-
Dataset Information
Additional Information
In order to download the database please send an e-mail to: s.zhalehpour@gmail.com or cigdem.erogluerdem@gmail.com Relevant information can be found in the readme file.
Has Missing Values?
No
Variable Information
The dataset contains short video clips in MP4 format. The expressed emotional and mental states consist of happiness, anger, sadness, disgust, fear, surprise, boredom, contempt, confusion, neutral, thinking, concentrating, and bothered.
Dataset Files
| File | Size |
|---|---|
| readMe.docx | 14.4 KB |
Reviews
There are no reviews for this dataset yet.
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset baum_1 = fetch_ucirepo(id=473) # data (as pandas dataframes) X = baum_1.data.features y = baum_1.data.targets # metadata print(baum_1.metadata) # variable information print(baum_1.variables)
Zhalehpour, S., Onder, O., Akhtar, Z., & Erdem, C. (2017). BAUM-1 [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C5GK6C.
Creators
S. Zhalehpour
O. Onder
Z. Akhtar
C. Erdem
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.