---
license: cc-by-nc-nd-4.0
tags:
- video
- image
- web-camera
- Facial Recognition
- Computer Vision
- Machine learning
- Security
task_categories:
- image-segmentation
size_categories:
- 10K<n<100K
---
# Web Camera People Behavior Dataset for computer vision tasks
Dataset includes **2,300+** individuals, contributing to a total of **53,800+** videos and **9,300+** images captured via webcams. It is designed to study social interactions and behaviors in various remote meetings, including **video calls,** **video conferencing**, and **online meetings**.

By leveraging this dataset, developers and researchers can enhance their understanding of **human behavior in digital communication** settings, contributing to advancements in technology and software designed for **remote collaboration**. - **[Get the data](https://unidata.pro/datasets/phone-and-webcam-video/?utm_source=huggingface&utm_medium=referral&utm_campaign=web-camera-people-behavior)**
## Metadata for the dataset
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2F5d15deaf6757f20132a06e256ce14618%2FFrame%201%20(9).png?generation=1743156643952762&alt=media)

Dataset boasts an impressive >97% accuracy in action recognition (including actions such as sitting, typing, and gesturing) and ≥97% precision in action labeling, making it a highly reliable resource for studying human behavior in webcam settings.
# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/phone-and-webcam-video/?utm_source=huggingface&utm_medium=referral&utm_campaign=web-camera-people-behavior) to discuss your requirements and pricing options.

Researchers can utilize this dataset to explore the impacts of web cameras on social and professional interactions, as well as to study the security features and audio quality associated with video streams. The dataset is particularly valuable for examining the nuances of remote working and the challenges faced during video conferences, including issues related to video quality and camera usage.
# 🌐 [UniData](https://unidata.pro/datasets/phone-and-webcam-video/?utm_source=huggingface&utm_medium=referral&utm_campaign=web-camera-people-behavior) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects