MDL Technology | Embodied AI Data Infrastructure

01 / Data program

Collection data type

EgoHead- or chest-mounted first-person captureEgo-WristSingle- or dual-wrist views for hand-object interactionEgo-ExoSynchronized first- and third-person capture

Collection country or region

Programs collected in China are estimated in CNY. All other regions are estimated in USD.

02 / Capture setup

Who provides the equipment?

MDL provides equipmentClient provides equipment

Capture equipment

PhoneStandard RGB captureMonocular cameraAction or task cameraStereo / RGB-D deviceNative depth-capable setupMulti-camera systemCalibrated synchronized views

This device is not included in MDL's standard equipment estimate. Select client-provided equipment or request a manual review.

03 / Video & sensor specifications

ResolutionFrame rate

Included technical requirements

Native RGB-D and depth require a compatible stereo, active-depth or RGB-D device. They are unavailable for an ordinary phone or monocular camera.

IMU is included only when supported by the selected device and must be validated during the pilot.

04 / Processing & annotation

Optional annotation modules

The first selected module adds CN¥180/h. Each additional module adds CN¥80/h.

05 / Scope & commercial assumptions

Estimated valid hours

h

Volume discount is calculated by tranche: first 30,000 hours at 100%, 30,001-100,000 at 95%, and hours above 100,000 at 85%.

Target environments

Task diversityUsage rights

Include failure / long-tail cases

Exclusive / buyout rights add CN¥10/h. The final exclusivity scope, term and permitted use remain subject to commercial review.

Optional quote details

CompanyContact nameProject nameWork email

Additional requirements

Build an initial data collection estimate.