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30K+ Hours Vertical User-Generated Content (UGC) Video Dataset
Generative AI & Computer Vision
Tags and Keywords
Free
About
Vertical User-Generated Content (UGC) Video Dataset
Description
The Vertical User-Generated Content (UGC) Video Dataset is a comprehensive collection of authentic vertical videos of 30K+ hours created by individuals across diverse real-world environments, activities, and content categories. Captured primarily using smartphones and mobile devices, the dataset represents natural user-generated content suitable for multimedia research, video analytics, machine learning, computer vision, recommendation systems, and digital content analysis.
The dataset includes videos covering a wide range of topics such as lifestyle, travel, food, fashion, education, entertainment, sports, technology, business, and more. It is suitable for academic research, commercial applications, multimedia processing, and AI-driven content development.
Pricing
Starting Price: From 5 USD to 10 USD per hour
Prices can go up to: 25 USD to 30 USD per hour
Note: Pricing varies depending on several factors, including the language, total audio hours, metadata availability, number of attributes, annotation requirements, and customization needs. The final price will be determined based on the specific dataset requirements.
Data Product Features
| Feature | Description |
|---|---|
| Video Files | Collection of high-quality vertical video recordings. |
| Video Categories | Videos organized into diverse content categories. |
| Languages | Spoken languages represented across the video collection . |
| Duration | Duration information for each video recording. |
| Resolution | Resolution information for each video file. |
| Frame Rate | Frame rate information for each video recording. |
| File Information | File names, unique identifiers, and storage paths for all video files. |
Distribution
The dataset is provided in widely supported multimedia formats suitable for research, analytics, and commercial applications.
Format: MP4
Compression: ZIP archive
Data Volume
Data Volume: 30K+ Hours
Video Files: Multiple vertical UGC videos.
Usage
This data product is ideal for a variety of applications:
Content Analysis: Analyze user-generated video content across diverse domains.
Video Classification: Develop systems for categorizing video content.
Recommendation Systems: Improve personalized content recommendations.
Content Moderation: Build automated content review and moderation solutions.
Human Activity Recognition: Analyze human actions and interactions within videos.
Multimedia Research: Support research in digital media and multimedia processing.
Social Media Analytics: Study content trends, engagement, and creator behavior.
Machine Learning: Develop and evaluate video-based machine learning models.
Academic Research: Conduct research in multimedia, data science, and artificial intelligence.
Commercial Applications: Develop products and services utilizing authentic user-generated video content.
Coverage
The dataset includes user-generated videos captured across a wide variety of real-world environments and scenarios.
Geographic Coverage: Global (country or region-specific datasets may be available upon request).
Time Range: Varies depending on the dataset version and collection period.
License
CC BY 4.0 (Creative Commons Attribution 4.0 International)
AI Training Rights
InfoBay.AI ensures that all datasets are sourced, curated, and managed with proper ownership verification, licensing documentation, and data provenance records. We hold the necessary rights to license and sublicense the datasets we provide through formal agreements with our data vendors, which grant us the required permissions for commercial licensing and AI training use cases. To ensure transparency and compliance, we maintain relevant documentation and have previously shared redacted agreements for selected datasets as evidence of our data rights and licensing authority.
Restrictions:
The Data Product itself may **not** be sold, redistributed, or shared outside of licensed usage.
Licensee must comply with all applicable laws, including data protection and privacy regulations.
Data Dictionary
| Column Name | Data Type | Description | Possible Values/Notes |
|---|---|---|---|
| File_Name | String | Name of the video file | MP4 |
| Category | String | Primary content category | Lifestyle, Travel, Food, Fashion, Sports, Education, Entertainment, Technology, Business, etc. |
| Language | String | Language spoken in the video (if applicable) | English, Hindi, Arabic, Spanish, etc. |
| Duration | Float | Length of the video in seconds | Numeric value |
| Orientation | String | Video orientation | Vertical |
| Resolution | String | Video resolution | 720p, 1080p, 2K, 4K |
| Frame_Rate | Float | Video frame rate | 24, 25, 30, 60 FPS |
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data.
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Free
Download Dataset in Zip Format
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