Long-Form Human Procedural Video Dataset
Access a growing collection of purpose-built 4K procedural videos capturing complete real-world human activities from beginning to end. With 579 videos already completed and approximately 19 hours of content, each sequence runs for around two minutes and preserves the temporal context required to understand multi-step tasks, object interactions, and continuous human behaviour.
Unlike short isolated action clips, these videos capture complete workflows involving multiple sequential steps and object manipulations. Coverage includes food preparation, DIY, cleaning, gardening, workshop activities, office tasks, household organisation, personal care, and everyday object use, with additional production continuing to expand the dataset.
Dataset Preview
Representative previews showing complete multi-step human activities, object interactions, and continuous task workflows across household, workplace, workshop, wellness, and outdoor environments.
Preview assets shown here represent the range of procedural activities, environments, objects, and multi-step workflows available within the growing dataset.
Key Highlights
- • 579 completed long-form procedural videos with additional production ongoing
- • Approximately 19 hours of currently completed content
- • Average sequence duration of approximately two minutes
- • 4K video captured to consistent production standards
- • Complete multi-step workflows rather than isolated actions
- • Continuous human-object interaction across real-world activities
- • Rights-cleared participants
- • Human-authored structured metadata planned for the completed dataset
Metadata Fields
Example Metadata Record
Metadata is currently in production. The completed dataset is planned to include human-authored descriptive and technical metadata aligned to individual video assets.
filename: To be included in completed metadata package
title: To be human-authored during metadata production
activity_description: To be human-authored during metadata production
keywords: To be added according to activity, objects, actions, and environment
category: To be assigned according to structured dataset taxonomy
technical_metadata: To be included per video asset
Technical Specifications
Dataset Type
Long-Form Human Procedural Video Dataset
Current Library Size
579 completed videos
Production Status
Additional production ongoing
Current Total Duration
Approximately 19 hours
Average Clip Length
Approximately 2 minutes
Video Resolution
4K
Production Quality
Professional commercial production quality
Production Standard
Consistent across the dataset
Content Structure
Continuous multi-step procedural activities
Interaction Focus
Human actions, object manipulation, and complete task workflows
Audio
48kHz WAV stereo audio
Participant Rights
Rights-cleared participants
Content Categories
Food Preparation; Cooking; Baking; Household Tasks; DIY & Home Improvement; Tool Usage; Craft Activities; Cleaning; Organisation & Packing; Gardening; Office Tasks; Health & Wellness; Personal Care; Workshop Activities; Everyday Object Interaction
Licensing, Documentation, and Delivery
Wavebreak Media can provide applicable licensing, provenance, and model or property release information for the long-form procedural video, with dataset delivery organized around agreed project and delivery requirements. See our Dataset Licensing & Compliance page for more detail.
Need the Full Dataset?
Request access to the currently available Long-Form Human Procedural Video Dataset or discuss upcoming production, task categories, metadata, licensing, custom procedural scenarios, and technical delivery requirements with Wavebreak Media.
