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Phone and Webcam Video Dataset

Photos and videos of people taken on a phone and on a webcam under different lighting conditions

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  • videos
    1,300+
  • people
    300+
  • Security
  • Anti-spoofing
  • Facial Recognition
  • Re-identification
  • Machine learning
  • Computer Vision
  • videos
    1,300+
  • people
    300+

Dataset Info

Characteristic Data
Description Each person took 4 videos in which he/she pronounces a set of numbers
Data types Video
Tasks Facial Recognition, Computer Vision
Number of video 1 300+
Number of people 300+
Number of files in a set 4 videos ( 2 on a phone, 2 on a webcam)
Labeling Metadata (ID, ethnicity, gender, phone types, webcam types)
Gender Male, Female
Ethnicity African and Indonesian
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Statistics

Webcam types
Ethnicity distribution
Gender distribution
Phone types

Technical
Characteristics

Characteristic Data
Video extension mp4
Duration of videos the first video: ~30 seconds, second video: ~8 seconds
Phone types Vivo, Realme, Oppo, Techo, Xiaomi, Infinix and etc.
Phone types Vivo, Realme, Oppo, Techo, Xiaomi, Infinix and etc.
Webcam types Logitech, Havit, Xiaomi, VerkTop, Aukey and etc.
Source and collection methodology. Data was collected by UniData team by using the crowdsourcing service

What is Phone and Webcam Video Dataset used for?
The dataset is designed for training and testing computer vision and facial recognition models. It supports use cases such as face detection, liveness detection, video-based biometric authentication, and AI learning models that require real-world mobile devices and webcam recordings.
What is included in this dataset?
This dataset contains over 1,300 high-quality videos recorded by more than 300 participants. Each person provided four videos - two captured on smartphone cameras and two on webcam streams - along with metadata such as ID, ethnicity, gender, phone types, and webcam types.
What types of annotations are provided?
The dataset includes metadata annotations covering participant ID, gender, ethnicity, phone, and webcam types. These annotations help prepare training data for event detection, object detection, face recognition, and other video–stream–based tasks.
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Dataset Use Cases

  • Security & Surveillance

    Improving Face Detection Models

    Improving Face Detection Models
    Phone and Webcam Video Dataset is valuable for developing reliable face detection and recognition systems. Video streams from smartphone cameras and webcam recordings provide training data for learning models that identify people in varied lighting, angles, and backgrounds. This supports biometric authentication, event detection, and fraud prevention.



  • Healthcare & Telemedicine

    Enhancing Remote Patient Monitoring

    In telehealth, analyzing selfie video datasets collected from mobile devices helps detect facial cues, eye movement, and emotional changes during virtual consultations. These high-quality videos allow medical AI to improve patient engagement and monitor conditions remotely through video calls captured by Android phones and webcams.



  • Social Media & Communication Apps

    Optimizing Video Call Quality

    The dataset supports developers of messaging platforms and video conferencing apps. With diverse phone video datasets and webcam streams, it trains models to handle bandwidth fluctuations, detect objects in real time, and optimize video quality across mobile devices. This enables smoother video calls and improved user experience.



  • AI Research & Computer Vision

    Training Data for Object Detection

    Researchers can use this video dataset for building machine learning models in computer vision. The dataset consists of varied recordings from Android devices and webcams, providing raw material for object detection, motion analysis, and scene understanding. Such diverse data collection enhances algorithm performance in real-world applications.



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What our clients are saying

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4 3 Reviews

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Paul 2025-02-21

Very Positive Experience!

The team was very responsive when requesting a specific dataset, and was able to work with us on what data we specifically needed and custom pricing for our use case. Overall a great experience, and would recommend them to others!

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Thorsten 2025-01-09

Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

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Max Crous 2024-10-08

Data purchase

Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

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Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

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