Egocentric Desktop Tech Office — USA (20 Hours)

Data Product Features

• First-person (head/chest-mounted) video capturing desktop software development office tasks
• Continuous multi-monitor multitasking and computer operations sequences
• Hardware configuration and high-speed logging workflows
• Metadata: activity labels, environment tags, session identifiers

Distribution

• Format: Video files (MP4)
• Data Volume: 20 hours of footage across multiple recording sessions
• Delivery: Custom delivery (cloud storage transfer upon purchase)

Usage

• Robotics Perception: Training egocentric vision models for office/desktop environment monitoring tasks
• Human Activity Recognition: Modeling software development and multitasking behavior patterns
• AR/VR Applications: Building immersive workplace productivity training experiences
• AI Training: Fine-tuning large multimodal models on real-world first-person desktop office data

Coverage

• Geographic Coverage: United States (corporate and home-office desktop tech environments)
• Time Range: Recent multi-session capture (2025-2026)
• Demographics: Adult software professionals performing desktop work tasks

License

AI Training Rights

• 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, etc.) for any lawful purpose.

• 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: For training machine learning models on egocentric desktop office data.
• Researchers: For academic or scientific studies in human activity recognition.
• Businesses: For workplace productivity analytics, AI development, and process optimization.

Data Dictionary