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Real Industrial Video Dataset for Computer - wooden_window_factory_01
Generative AI & Computer Vision
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£2,900
About
Overview
ORION WWF1, short for wooden_window_factory_01, is a certified industrial AI sample dataset created by ORION THE LAB for computer vision, Physical AI, robotics, safety monitoring and human activity recognition.
The dataset contains real-world industrial video clips captured inside a wooden window manufacturing environment. Each clip is delivered with privacy-focused anonymization, structured metadata, certified annotations and multiple enrichment layers designed for AI training, evaluation and benchmarking.
This package is not a generic stock video collection. It is a structured industrial dataset built for teams working on real-world perception systems, factory scene understanding, workplace safety, robotics evaluation and manufacturing workflow analysis.
Key Value
ORION WWF1 provides real industrial footage with verified enrichment layers, making it suitable for AI teams that need practical, domain-specific data rather than synthetic or staged examples.
The sample pack is designed to help buyers evaluate the data quality, annotation structure, privacy approach and commercial relevance before discussing access to the larger dataset.
Data Product Features
- Real-world industrial video from a wooden window manufacturing environment
- 10 fully anonymized 30-second sample clips
- 1920×1080 video resolution
- 59.94 fps source video
- Dual-pass anonymization workflow
- Human-reviewed industrial annotations
- Human Activity Recognition labels
- PPE and safety-related annotation layers
- Physical AI environment metadata
- Industrial scene context and machine/environment information
- COCO-format annotations for selected keyframes
- Structured JSON, CSV and documentation files
- SHA-256 integrity checksums
- Dataset documentation, methodology and usage terms included
Enrichment Layers
This sample pack includes several complementary data layers:
1. Anonymized Industrial Video
The video clips are privacy-focused and anonymized before delivery. Faces are visually blurred to reduce personal data exposure while preserving the industrial scene, worker activity and operational context.
2. Human Activity Recognition
The dataset includes labeled activity information for industrial actions such as carrying, assembling, operating, handling materials and other workplace movements.
3. PPE and Safety Context
The sample pack includes safety-related annotation layers designed to support PPE visibility analysis and workplace safety monitoring research.
4. Physical AI and Scene Understanding
The dataset includes environment-level context useful for robotics, spatial understanding, navigation hazards, factory layout interpretation and industrial scene analysis.
5. COCO Annotations
Selected keyframes include COCO-format bounding box annotations, making the dataset easier to integrate into computer vision workflows.
Distribution
- Video format: MP4
- Annotation formats: JSON, CSV, COCO JSON
- Documentation formats: Markdown, HTML, text license file
- Delivery method: custom delivery after purchase or buyer request
- Sample package: 10 anonymized industrial video clips with associated metadata, annotations and documentation
- Full dataset: available on request after commercial discussion and validation of buyer requirements
Use Cases
This dataset can support the following applications:
- Computer vision model training and evaluation
- Human activity recognition in industrial environments
- Robotics perception and Physical AI evaluation
- Industrial scene understanding
- Workplace safety AI
- PPE visibility and compliance research
- Manufacturing process analysis
- Object detection and scene graph workflows
- Synthetic data generation and evaluation
- Annotation pipeline testing
- Benchmarking real-world industrial AI systems
Dataset Scope
- Domain: industrial manufacturing
- Environment: wooden window factory
- Geography: Europe
- Data type: real-world industrial video
- Annotation level: clip-level and selected frame-level enrichment
- Sample pack size: 10 clips
- Clip duration: 30 seconds each
- Resolution: 1920×1080
- Frame rate: 59.94 fps
Package Structure
The delivered sample package includes:
- anonymized MP4 video clips
- certified annotation files
- HAR activity annotations
- PPE summary files
- Physical AI environment metadata
- COCO annotations
- keyframe previews
- dataset documentation
- methodology file
- datasheet
- license terms
- SHA-256 integrity checksums
License and Usage Terms
Commercial AI training, evaluation and internal model development are permitted.
Redistribution, resale, sublicensing, public sharing, repackaging or transfer of the dataset, in whole or in substantial part, is strictly prohibited without prior written permission from ORION THE LAB.
Access is provided for the buyer’s internal AI training, evaluation, research and product development workflows only, unless otherwise agreed in writing.
Buyer Fit
This dataset is suitable for:
- AI labs
- robotics companies
- computer vision teams
- industrial safety AI companies
- manufacturing analytics platforms
- Physical AI research teams
- annotation and dataset benchmarking teams
- companies building real-world perception systems
Limitations
This product is a certified sample package. It is designed to demonstrate the structure, quality and enrichment approach of the ORION WWF1 dataset.
It does not represent every industrial environment, every factory workflow or every safety condition. Buyers should review the documentation and validate suitability before using the data in production systems.
Additional access to the larger WWF1 dataset can be discussed separately with ORION THE LAB.
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£2,900
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