DATA PIPELINE

LDP Data Pipeline

One platform from collection devices to training-ready datasets

LDP connects UMI, EGO, teleoperation systems and robot bodies, covering upload, inspection, conversion, annotation, governance and delivery to produce high-quality training-ready datasets.

LDP data platform interface
CORE CAPABILITIES

Core Capabilities

01

Unified Ingestion

Connect human-centered devices, teleoperation systems and robot bodies.

02

Automated Inspection

Use rules and algorithms to detect capture anomalies and invalid data.

03

Data Governance

Manage cleaning, deduplication, versions, permissions and delivery.

04

Standard Export

Export quickly to training formats including LeRobot and RLDS.

DATA MANAGEMENT WORKFLOW

Data Management Workflow

Requirements Customization
Data Collection
Edge Quality Inspection
Data Storage
Data Annotation
Compliance Check
Training-ready Dataset
SPECIFICATIONS

Specifications

Manage the complete data lifecycle and connect to mainstream training and simulation ecosystems.

Device IngestionUMI, EGO, Dex, UMI+EGO, Dex+EGO, isomorphic arms and robot bodies
ProcessingUpload, quality inspection, conversion, cleaning, deduplication, custom data flows, export and billing
AnnotationMultidimensional labels and DataViewer preview
Output FormatsLeRobot v3.0, HDF5, MCAP, RLDS and more
SimulationIsaac Sim, MuJoCo, PyBullet and Blender
LET'S BUILD TOGETHER

Want to learn more about LDP Data Pipeline?

Our solution team can provide product demos, trials and custom integration support for your application.

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