Brief us
Our work

What we can show you right now

This shelf is the portfolio: sample datasets built end-to-end with the same funnel, annotation stack and QA that a custom build gets. Open a live demo and inspect the images, clips and annotations — no signup, no call.

image Live demo

Textphotos — Text-Rich Images

Text across languages, scenes and surfaces — explore the images and inspect the words within.

2,000
images in the interactive sample
6
confirmed primary languages
12
scene categories for dataset selection
10,625
detected text regions in this sample
Rights scoped per delivery
video Live demo

Egocentric How-To & Manipulation Video

First-person how-to video, curated for hands-on manipulation density and annotated for action understanding.

3,479
videos screened to cut 3,892 procedure clips — 500 balanced into the reference batch
857 GB
of curated first-person footage on disk, from which the reference batch is drawn
≤4 / ≤6
hard caps per source video and per channel — diversity is enforced, not hoped for
1.0
viewpoint accuracy on the delivered set (25/25), by the annotation stack that ships
Mixed, documented per record
video+audio Live demo

Multilingual Talking-Head

Verified on-camera speech across 10 languages — face tracks, 478-point landmarks, phoneme-to-viseme timelines, emotion.

3.21M
video IDs from 9 public speech corpora screened for overlap — none found in this delivery
2,205
candidates rejected of 2,515 screened, each with a named gate on the record
10
languages with gate-passing content in the current delivery — incl. th, vi, id, ar, ko
478
facial landmark points per tracked frame
Documented per record, person-screened
video Live demo

Human Motion & Pose

Culturally diverse human movement — dance, martial arts, sport — with whole-body 2D pose, hands, face and a 3D body reconstruction on every frame.

2,137 → 8
discovery rows filtered to the clips in this demo — 106 licence-verified byte-for-byte, 76 past the resolution gate
133
2D whole-body keypoints per person — body, feet, face, both hands — plus a full 3D body on every frame
6
culture regions in the demo set — street dance to Chinese martial arts to Okinawan drum dance
98
acceptance checks on the shipped package — 74 at build, 24 by an independent verifier, zero failures
CC BY 3.0 (demo set), documented per record
Anything else

The shelf is the demo, not the catalogue

These four lines exist because we needed them to prove the pipeline. What we actually sell is the pipeline pointed at your problem — a modality, domain or language mix nobody has bothered to collect, built with the same funnel, annotation stack and QA you can inspect above.

Brief us on a build Tell us what you need