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DexProcess

DexProcess is the structuring layer between capture and delivery. It calibrates, time-aligns, and reconstructs episodes; runs pose, depth, tracking, and event extraction; and emits versioned datasets with quality and lineage metadata attached.

DexProcess visual
Image: Wikimedia Commons

Capabilities

What it does.

  • Cross-modal time alignment with sub-frame accuracy
  • Body, hand, and object pose estimation
  • Scene reconstruction and trajectory extraction
  • Task event segmentation with reviewer queues
  • Per-episode quality scoring and lineage records

Spec sheet

At a glance.

Compute
Amazon EC2 GPU (P-class) on demand
Orchestration
AWS Step Functions
Outputs
Episodic JSONL, MCAP, parquet
Throughput
Scales horizontally per pipeline stage
Quality gating
Configurable thresholds per dataset

Open ecosystem

Comparable products and references.

We build in the open. Where third-party products and benchmarks cover similar ground, we link them so teams can compare directly.