Manufacturing

Manufacturing

Real-world factory datasets captured in active industrial environments.

AI Data Services for Manufacturing Quality & Automation

ORION delivers annotated datasets built directly from real production lines and industrial sites.
From visual defect detection to digital twin simulation, our footage captures every step of the manufacturing process, helping AI systems monitor quality, worker safety, and machine performance.

We combine AI-assisted annotation with human verification to produce datasets optimized for industrial automation, predictive maintenance, and human–robot collaboration research.

Visual Quality Control & Defect Detection

High-resolution RGB and thermal image datasets of mechanical parts, electronics, and assembly lines. Perfect for anomaly detection, defect classification, and segmentation.

PPE & Worker Safety

4K video footage showing factory operators wearing helmets, gloves, and vests. Used for EPI compliance, PPE detection, and unsafe behavior identification.

Predictive Maintenance

Sensor-based data (vibration, acoustic, temperature, thermal imagery) from machines and motors, ideal for time-series analysis and early fault detection.

Action Recognition & Human–Robot Collaboration (HRC)

Multi-view RGB-D videos and skeletal tracking of workers assembling components or using tools, used for gesture recognition and reinforcement learning.

Digital Twin & Simulation

360° and LiDAR datasets of complete manufacturing cells, including machines and robotic systems, for 3D reconstruction, scene mapping, and simulation.

Connected Workforce & Ergonomics

Video and motion capture datasets of posture, repetitive gestures, and fatigue, used for ergonomic scoring, pose estimation, and risk prediction.

Multimodal AI Research

Synchronized RGB + audio + depth + force datasets capturing complex actions and tool use, for multimodal learning, context understanding, and representation modeling.

Robotic Process Monitoring

High-resolution video and sensor datasets tracking robotic arms and automated assembly lines in motion, designed for process optimization, collision avoidance, and task segmentation.
Need a specific manufacturing scenario or dataset?

Our datasets cover every aspect of modern manufacturing — from visual inspection and safety to robotics and predictive maintenance.
We also design custom data capture missions for your exact research or industrial needs: defect detection, digital twin creation, sensor fusion, or multimodal AI training.

Why industry expertise for IT is critical

Real Production Environments

Synthetic data can’t reproduce reflections, vibrations, or real production noise. We capture authentic industrial complexity.

Human-Verified Annotation

Each dataset is AI-assisted, then reviewed and corrected by domain specialists to ensure maximum precision.

Compliant & Ethical

All footage is collected with employee consent, anonymized when required, and processed under GDPR-compliant workflows.

Contact us

Partner with ORION for Construction AI Datasets

We help robotics and AI teams accelerate their models with clean, labeled, and production-ready datasets.
Book a free consultation to discuss your needs – from detection to segmentation and tracking.

Your benefits:
  • Client-oriented
  • Independent
  • Competent
  • Results-driven
  • Problem-solving
  • Transparent
What happens next?
1

We Schedule a call at your convenience 

2

We do a discovery and consulting meting 

3

We prepare a proposal 

Schedule a Free Consultation