Powering Physical AI with Real-World Ego Datasets
Powering Embodied AI with High-Fidelity Egocentric Video Data
From real-world crowdsourced capture to advanced synthetic simulation, Virdyn delivers premium, multi-modal first-person datasets and hardware to accelerate your computer vision and AI model training.
Why Choose Virdyn?
At Virdyn, we bridge the gap between AI algorithms and real-world understanding. Our comprehensive data collection ecosystem is built on four pillars designed to give your models a competitive edge.
Physical real-world crowdsourced capture
Real human behavior
Every grasp, movement, and interaction is captured with authentic human physics
Real operators in physical environments
With our proprietary ego-cameras
Advanced synthetic & simulation factory
Reduce costs and boost collection efficiency
Data collection facility spanning over 1,000 square meters
Highly realistic simulated environments
Rapid, scalable, and highly controlled data generation
Thousands of hours of validated first-person data
Our datasets undergoes rigorous quality control
Clean, structured, and immediately ready for model training
Quality is our baseline
Extreme flexibility
Choose from our extensive library of pre-processed, ready-to-use datasets
Including smart homes, industrial assembly lines, laboratories, and retail convenience stores etc.
End-to-end custom collection services
Our Core Solutions
Data Capture Services & Hardware Provider
We offer proprietary, head-mounted first-person (egocentric) camera systems designed specifically for data collection. Our hardware captures perfectly synchronized multi-modal data—including RGB video, IMU (inertial data), precise timestamps, camera poses, and calibration parameters.
Flexible Modes:
Supports both offline independent recording and online remote-controlled capture.
Standardized Execution:
Our trained operators execute tasks following strict, standardized action sequence cards, ensuring standardized movements, comprehensive scene coverage, and balanced data distribution.
Dataset Delivery (Ready-Made & Custom)
We deliver high-quality, standardized datasets generated from both real-world and simulated environments, fully optimized for Embodied AI, Vision-Language-Action (VLA) models, and World Models.
Diverse Scenarios:
Covering smart homes, office administration, industrial manufacturing, chemical laboratories, retail/supermarkets, and more.
Multi-Format Export:
We deliver clean, structured data in industry-standard formats including MP4, AVI, CSV, JSON, and PLY.
Professional Data Annotation & Labeling
Raw data is only the beginning. Our specialized annotation team transforms video streams into high-value training assets through:
Camera trajectory reconstruction and lens distortion correction.
AI pre-labeling combined with meticulous human-in-the-loop verification.
3D point cloud reconstruction of collection environments.
3D pose estimation for skeletal structures and hand-object interactions.
Action classification and behavioral language description tagging.
Trusted by 100+ paying customers
10+
Different countries customers
120+
Different scenarios were delivered
3000+
Valid datasets
"We needed highly specific kitchen-interaction datasets for our home robotics project. VDEgo customized the entire task sequence and delivered perfect RGB-D and IMU aligned data. Their crowdsourced real-world capture gave our VLA model the generalization capability it desperately lacked."
Dr. Aris Thorne
Lead Robotics Researcher at an Embodied AI Startup
Their ability to seamlessly combine real-world crowdsourcing with virtual simulation allows us to scale our dataset sizes rapidly."
Siddharth Mehta
VP of AI & Perception at a Self-Driving & Smart Cabin Developer
We purchased 15 units of VDEgo’s head-mounted cameras. The multi-sensor synchronization (RGB + IMU + Timestamp) works flawlessly out of the box. It saved our engineering team months of hardware calibration work."
Hiroshi Tanaka
Director of Computer Vision at a Global Logistics & Automation Corp
"We purchased VDEgo’s Smart Home and Retail datasets to train our latest Vision-Language-Action (VLA) models. The microsecond-level temporal alignment between the RGB video and high-frequency IMU data is exceptionally precise. It saved our team hundreds of hours of preprocessing. The quality of the hand-eye coordination trajectories is unmatched."
Aris Thorne
Lead Robotics Researcher at AI Innovation Lab
"Recreating hazardous chemical lab scenarios in the real world was too risky and expensive. VDEgo utilized their 1,000+ sqm simulation factory to replicate the lab environment and generate synthetic first-person manipulation videos. The data quality was superb, and it cut our collection budget by 60%."
Elena Rostova
Principal AI Engineer at a Biotech & Pharmaceutical Research Lab
"Training robots for fine-grained bimanual manipulation in grocery and lab environments has always been bottlenecked by poor data. VDEgo’s dataset provided us with highly accurate 3D hand poses and skeletal keypoints right out of the box."
Sarah Jenkins
VP of Engineering at DexRobotics
"We bought pre-processed retail convenience store dataset to train our checkout-free retail AI. The annotations—especially the hand-object 3D pose estimation—were incredibly precise. It’s rare to find off-the-shelf egocentric data that is this clean and ready to plug into training pipelines."
Marcus Vance
CTO at an Intelligent Retail Solutions Provider
"For our research on spatial intelligence and egocentric world models, synthetic data simply doesn't cut it. VDEgo’s 1000+ hours of real-world, first-person perspective datasets provided our lab with the rich, chaotic, and diverse physical interactions required to benchmark our models.
Prof. Kenji Takahashi
Department of Computer Science & Spatial AI
Our Vision
At Virdyn, we believe that for AI to truly understand and interact with our physical world, it must learn to see the world through human eyes. Our vision is to build the world's most comprehensive, high-fidelity, and ethically sourced first-person multimodal dataset ecosystem.
By seamlessly blending the raw authenticity of real-world human behavior with the infinite scalability of advanced virtual simulations, we aim to democratize high-quality data for researchers and enterprises worldwide. We are committed to breaking down the data barriers in Embodied AI, robotics, and spatial computing—empowering the next generation of intelligent agents to perceive, reason, and act with unprecedented human-like precision.