Dark Mode
Commercial Mono Egocentric Video Dataset -South Asia
Sensor & IoT Readings
Tags and Keywords
£72,471
About
The South Asia Commercial Mono Egocentric Video Dataset is a large-scale collection of first-person (monocular) videos captured in commercial environments across South Asia using iPhone 13 or newer devices. The videos are recorded in 4K and 1080p at 30/60 FPS using H.264/H.265 encoding. This dataset is designed for robotics, computer vision, embodied AI, retail analytics, visual navigation, and machine learning research. It provides realistic first-person recordings from commercial settings, making it suitable for training and evaluating AI models in real-world business environments.
Data Product Features
| Feature | Description |
|---|---|
| Environment | Commercial |
| Data Type | Mono Egocentric Video |
| Region | South Asia |
| Camera | iPhone 13 or newer |
| Resolution | 4K / 1080p |
| Frame Rate | 30 FPS / 60 FPS |
| Video Codec | H.264 / H.265 |
| Audio | No |
| Motion Level | Low |
| Viewpoint | First-Person (Monocular) |
Distribution
Format
- MP4 video files
Encoding
- H.264 / H.265
Structure
- Folder-based organization containing individual video recordings.
Data Volume
- Approximate Duration: 500 hours
- Approximate Storage Size: 3.5 TB (≈3,500 GB)
- Approximate Records: 15,000 video recordings
Usage
This dataset is ideal for a variety of applications:
- Embodied AI: Training first-person AI agents.
- Computer Vision: Object detection, scene understanding, and semantic segmentation.
- Retail Analytics: Customer movement and commercial environment analysis.
- Visual Navigation: Indoor navigation and localization.
- Robot Perception: Training robots to operate in commercial spaces.
- Action Recognition: Human activity and workflow analysis.
- Machine Learning: Training and benchmarking deep learning models.
- Academic Research: Robotics, computer vision, and AI research.
Coverage
Geographic Coverage
South Asia
Time Range
- Start Date: Not specified
- End Date: Not specified
Demographics
- Adults (where applicable)
- Mixed gender participants
- Commercial indoor environments
- Everyday workplace and business activities
License
CC0 (Creative Commons Zero)
AI Training Rights
Licensee is granted a non-exclusive, worldwide, and perpetual right to:
- Use the Data Product to train, fine-tune, and evaluate machine learning models, including large language models.
- Incorporate Data Product content into models and commercialize resulting model outputs.
- Create derivative works (model weights, embeddings, feature representations, etc.) for any lawful purpose.
Restrictions
- The Data Product itself may not be sold, redistributed, or shared outside of licensed usage.
- Licensee must comply with all applicable privacy, data protection, and intellectual property laws.
Who Can Use It
- Data Scientists: Train computer vision and AI models.
- Researchers: Conduct research in robotics, computer vision, and embodied AI.
- Businesses: Develop AI-powered retail analytics and automation solutions.
- Robotics Engineers: Build perception and navigation systems for commercial environments.
- Universities: Support AI education, benchmarking, and scientific research.
Data Dictionary
| Column Name | Data Type | Description | Possible Values/Notes |
|---|---|---|---|
| Recording_ID | String | Unique identifier for each recording | Unique value |
| Video_File | Video | Monocular egocentric video recording | MP4 |
| Environment | String | Recording environment | Commercial |
| Region | String | Geographic region | South Asia |
| Camera_Device | String | Recording device | iPhone 13 or newer |
| Resolution | String | Video resolution | 4K, 1080p |
| Frame_Rate | Integer | Recording frame rate | 30 or 60 FPS |
| Video_Codec | String | Video compression codec | H.264, H.265 |
| Audio | Boolean | Audio availability | No |
| Motion_Level | String | Motion intensity | Low |
| Viewpoint | String | Camera perspective | First-Person (Monocular) |
| Duration | Float | Recording duration | Seconds or minutes |
| File_Size | Float | Video file size | MB or GB |
| Timestamp | DateTime | Recording timestamp | If available |
Additional Notes
- Recorded using iPhone 13 or newer devices.
- Captured in authentic commercial environments across South Asia.
- Videos are available in 4K and 1080p at 30/60 FPS using H.264/H.265 encoding.
- Optimized for embodied AI, robotics, retail analytics, computer vision, visual navigation, and machine learning applications.
- Suitable for both academic research and commercial AI development.
- Released under the CC0 license for unrestricted AI research and commercial use.
TRUSTLoading...
£72,471
Download Dataset in VIDEO Format
Recommended Datasets
Loading recommendations...