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South Asia Commercial Annotated Video Dataset
Multimodal Annotation & Task Labels
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£102,258
About
The South Asia Commercial Annotated Video Dataset is a large-scale collection of annotated first-person 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. The dataset includes annotation data for computer vision and AI applications, making it suitable for robotics, object detection, scene understanding, retail analytics, activity recognition, and machine learning research.
Data Product Features
| Feature | Description |
|---|---|
| Environment | Commercial |
| Data Type | Annotated Video Data |
| 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 | Medium |
| Annotation Support | Yes |
Distribution
Format
- MP4 video files
- Annotation files (JSON, CSV, TXT, or equivalent)
Encoding
- H.264 / H.265
Structure
- Organized into folders containing video recordings and corresponding annotation files.
Data Volume
- Approximate Duration: 500 hours
- Approximate Storage Size: 3.5 TB (≈3,500 GB)
- Approximate Records: 15,000 annotated recordings
Usage
This dataset is ideal for a variety of applications:
- Object Detection: Train AI models to detect and classify objects.
- Object Tracking: Track people and objects across video frames.
- Semantic Segmentation: Develop pixel-level scene understanding models.
- Retail Analytics: Analyze customer movement and commercial environments.
- Robot Perception: Improve perception for autonomous robots.
- Embodied AI: Train intelligent agents using annotated real-world data.
- Computer Vision: Build and benchmark vision models.
- Academic Research: Robotics, AI, and machine learning 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
- Retail, office, and business settings
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 laws, including data protection and privacy regulations.
Who Can Use It
- Data Scientists: Train annotated computer vision and AI models.
- Researchers: Conduct research in robotics, computer vision, and machine learning.
- Businesses: Develop AI-powered retail analytics, automation, and intelligent vision systems.
- Robotics Engineers: Build perception, navigation, and scene understanding systems.
- 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 | Annotated video recording | MP4 |
| Annotation_File | File | Annotation metadata | JSON, CSV, TXT |
| 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 | Medium |
| Annotation_Type | String | Annotation format | Bounding boxes, segmentation masks, class labels, tracking annotations (where applicable) |
| Duration | Float | Recording duration | Seconds or minutes |
| File_Size | Float | Video file size | MB or GB |
| Timestamp | DateTime | Recording timestamp | If available |
Additional Notes
- Captured in commercial environments across South Asia.
- Recorded using iPhone 13 or newer devices.
- Videos are available in 4K and 1080p at 30/60 FPS using H.264/H.265 encoding.
- Includes annotation files to support supervised learning, object detection, segmentation, tracking, and scene understanding tasks.
- Optimized for robotics, computer vision, embodied AI, retail analytics, and machine learning applications.
- Suitable for both academic research and commercial AI development.
- Released under the CC0 license for research and commercial AI use.
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£102,258
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