01 — THE CHALLENGE
Physical AI Training
Needs Real-World Data
Humanoid robots and physical AI systems require massive amounts of high-quality robotics datasets. Traditional data collection is expensive, time-consuming, and limited in scope.
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Robotics Datasets
Generate diverse robotics training datasets for humanoid robots without physical setup
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Physical AI Training
Sub-centimeter accuracy datasets for physical AI systems and embodied intelligence
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Rapid Dataset Generation
Process 50 minutes of video into complete robotics datasets in 4-7 hours
02 — THE SOLUTION
From Videos to
Robotics Datasets
Ewigen transforms multi-angle video recordings into photorealistic 3D environments with accurate human motion capture, generating high-quality robotics datasets for physical AI training.
03 — THE TECHNOLOGY
Powered by
Cutting-Edge AI
Built on state-of-the-art computer vision and deep learning technologies for robotics dataset generation with maximum accuracy and performance.
PyTorch
NeRF
Gaussian Splatting
COLMAP
YOLOv8
MediaPipe
SMPL-X
FastAPI
PostgreSQL
Redis
Docker
Unity
05 — THE ARCHITECTURE
Enterprise-Grade
Infrastructure
Scalable, distributed architecture designed for high-throughput robotics dataset generation and physical AI training data production.
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API Layer
FastAPI backend with RESTful endpoints for video upload, processing management, and dataset export
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Storage
PostgreSQL for metadata, Redis for caching, MinIO for object storage with S3 compatibility
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Processing
Celery workers with GPU acceleration for parallel video processing and 3D reconstruction
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ML Pipeline
Multi-stage pipeline: video processing → 3D reconstruction → human analysis → dataset export
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Output Formats
Export to USD, ROS, URDF formats for seamless integration with robotics simulators
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Cloud Ready
Docker containerized, Kubernetes orchestrated, AWS/GCP compatible deployment
06 — GET STARTED
Ready to Build
the Future?
Join the revolution in robotics dataset generation and physical AI training data production.