Powering the Next Generation of Embodied Intelligence
High-fidelity, real-world computer vision datasets for training next-generation robotics, autonomous systems, and intelligent agents. We deliver synchronized, multi-modal data capturing complex spatial interactions and critical edge cases.
9,200+
Hours of Video Data
16+
Sub-Scenarios
4
Real-World Environments
Bridging the Gap Between Simulation and Reality
Embodied AI represents the frontier of artificial intelligence, where agents don't just process information but physically interact with their environment. From humanoid robots to autonomous vehicles, these systems require training data that captures the full complexity of the real world.
At Datum AI, we specialize in collecting and curating the high-fidelity, multi-modal datasets that make this possible. Our data pipelines capture authentic human activity, object interaction, and environmental dynamics across diverse real-world settings.
Two Complementary Approaches for Embodied AI Training
From first-person robotic vision to synchronized multi-sensor fusion, our datasets are structured to accelerate training for the most demanding AI models.
First-Person View
Ego-Centric Dataset
A first-person human activity dataset collected using head-mounted cameras across multiple real-world environments. It is intended for training perception, manipulation, and embodied AI models.
- First-person daily activities
- Human-object interactions
- Natural environment understanding
- Manipulation-related actions
Multi-View Synchronized
Ego-Exo Dataset
A synchronized multi-view dataset combining first-person and third-person perspectives. It captures both detailed hand-object interactions and full-body context, making it useful for action understanding and robot learning.
- Synchronized ego and exo perspectives for cross-view robot learning
- Millisecond-level sensor alignment across modalities
- Fine manipulation and dynamic interaction capture
- Full-body human motion and spatial mapping
From Capture to Model-Ready Data
A rigorous, end-to-end pipeline that transforms raw sensor data into production-ready training assets.
Multi-Sensor Capture
RGB, LiDAR, IMU, and depth sensors deployed across diverse environments
Temporal Sync
Hardware-triggered alignment with millisecond precision across all modalities
Expert Annotation
3D bounding boxes, segmentation, pose estimation, and action labels
Quality Assurance
Multi-stage validation ensuring 99.7% annotation accuracy
Model Delivery
Optimized formats for PyTorch, TensorFlow, and custom pipelines
Where Our Data Drives Real-World Impact
Our embodied AI datasets power breakthroughs across industries that demand spatial intelligence.
Autonomous Vehicles
Training robust perception for complex driving scenarios with ADAS-ready multi-modal data.
Humanoid Robotics
Enabling natural navigation, object manipulation, and human-robot interaction.
Smart Surveillance
Building context-aware, privacy-compliant monitoring systems with spatial AI.
Industrial Automation
Optimizing robotic workflows in dynamic factory and warehouse environments.
Five Reasons to Trust Our Vision Data Pipelines
We combine deep domain expertise with scalable infrastructure to deliver datasets that accelerate your AI development.
Real-World Spatial Context
We capture authentic human activity, object interaction, and environmental dynamics across urban, industrial, retail, and residential settings.
Multi-Modal Sensor Fusion
Our datasets combine ego-centric video, exo-centric views, LiDAR, and radar with precise timestamp alignment for comprehensive understanding.
Autonomous-Ready Design
Every dataset is structured to accelerate training for robotic manipulation, navigation, and Vision Language Action models.
Scalable Edge Cases
From routine scenarios to rare, high-value edge cases, we scale data collection to meet the rigorous demands of real-world AI deployment.
Privacy-First Governance
Strict compliance with global data privacy standards, informed consent, and robust anonymization for commercial-grade use.
End-to-End Expertise
From sensor selection to model delivery, our team provides comprehensive support at every stage of your data pipeline.
Ready to Bridge the Gap Between Simulation and Reality?
Accelerate your embodied AI training with high-fidelity, real-world vision data tailored to your model's needs. Let's build the future together.