VansoIntelligence
01 / DATA PROGRAM

EgoWrist · EgoExo · Ego

See the task from the operator's point of view

Vanso provides wrist-view, joint first/third-person and first-person multimodal data that captures visual context, hand-object interaction and task progression in the real world.

Discuss a data program
Ego Multimodal Data
01

EgoWrist

A wrist-mounted perspective focused on close hand-object interaction during real-world tasks.

02

EgoExo

Synchronized first- and third-person views that connect operator intent with complete task context.

03

Ego

First-person multimodal collection with aligned RGB-D, pose, skeleton, annotation and temporal signals.

Ego multimodal specification

One timeline. Every signal aligned

The Ego package combines calibrated visual data, motion signals and structured semantic annotations in a model-ready HDF5 delivery.

01

RGB-D + intrinsics

RGB-D video is delivered with camera intrinsic parameters.

02

68-joint skeleton

Full-body and both-hand tracking, including every finger joint, with a 4×4 transform matrix and per-frame confidence for each joint.

03

Device 6DoF pose

Six-degree-of-freedom device pose is recorded on the shared timeline.

04

Bilingual captioning

Chinese and English event-level scene, task and action descriptions, plus hand, object and action labels for every segment.

05

Temporal segmentation

Actions are segmented by semantic meaning with millisecond-level timing precision.

06

Aligned HDF5

All modalities are delivered in HDF5 with strictly aligned timestamps.

Representative samples

See the data in context

01Ego demonstration 01
02Ego demonstration 02
03EgoWrist retail task sample

Collection and production

Built around real tasks, not generic footage

Our local operations teams can collect first-person demonstrations around a defined task library, sensor stack and delivery schema. Programs are designed to produce usable training signal from the first pilot onward.

  • Globally distributed collection teams
  • Service, residential and industrial environments
  • Custom sensor, task and annotation design

Need a tailored dataset, schema or sample package?

contact.vanso@gmail.com