Section 01 · Hub.xyz
Y Combinator P26

Human to machine symbiosis

Custom real-world data created, annotated and curated with our network of retail users and professionals.

Become a ContributorRequest a Dataset
Greek statue — etching
Section 02 · Network

Worldwide network of expert contributors

Verified active contributors across 150 countries, mapped out demographically.

Place an Order
live captures · streaming from the field
Section 03 · Core

Off-the-shelf datasets
Ready for training

Structured · Labeled · Annotated. Four modalities. One pipeline.

Modality 01 / 04 · Marquee

Egocentric

First-person workplace and residential POV videos from family kitchens in Long Island to hardware factories in Shenzhen. Curated, annotated, labelled, with IMU data, RGB depth and rigged 3D hand reconstruction.

  • 54k hrscaptured
  • 84environments
Request Egocentric Sample
Modality 02 / 04

Image

Diverse raw images sourced straight from the Hub community and professionally edited with our network of 100+ Creative Studios.

  • 2.4Mframes
  • 38verticals
  • 1080p+resolution
Request Image Sample
Edited photograph — subject removed
Raw photograph — four people, removal target boxed
Raw
Edited
Modality 03 / 04

Video

Multi-object tracking, action segmentation along a timeline, scene-level captions. Frame-accurate. Pipeline-ready.

  • 70kclips
  • 18k hrsduration
  • 30 fpsnative
Request Video Sample
Modality 04 / 04

Audio

Multilingual field recordings with speaker diarization, language and accent tags, and per-utterance emotion labels. Aligned waveforms scrub with the transcript.

  • 80k hrsaudio
  • 47languages
  • 48 kHzsample
Request Audio Sample
ENPull it the moment it goes gold.
ESBaja el fuego antes de que se queme.
Sample Rate 48 kHzBitrate 320 kbpsLanguage EnglishChannels 2ch · stereo
1 / 4
Section 04 · Custom

Bespoke collection
In Hours not Weeks

Custom-scoped long-tail data projects priced by modality, volume, coverage, and complexity. End-to-end pipeline. Quote within hours.

Request a Quoteend-to-end · you never touch the pipeline
00:00
Brief submitted
Scope, modality, volume, coverage.
00:42
Quote returned
Itemised pricing within the hour.
02:15
Collectors briefed
247 matched contributors notified.
08:30
First samples in your S3
Pipeline-ready. Review before full run.
36:00
Delivery complete
Your format. Your bucket. Done.
Section 05 · Small & Medium Businesses

Lead the new
Machine Economy

Join Hub's verified network of small and medium businesses. Turn dead time between jobs into income that trains the next generation of AI models.

Verified SMBs · rolling total
73+

Across 10 industries. Every shop on the network is verified, contracted, and capture-ready, turning the long tail of physical work into training signal.

Apply to Become a Verified SMB

partner SLAs · revenue share · privacy-first capture

  • Creative Studios27+capturing
  • Pharmacies4+
  • Medical Clinics3+
  • Hairdressers & Salons9+
  • Cafés & Bakeries8+
  • Independent Restaurants7+
  • Wood Workshops6+
  • Warehouses5+
  • Production Facilities3+
  • Schools & Nurseries1+
Section 06 · Community

Join the Community

Network with skilled experts and talented individuals. We host weekly workshops, contests and challenges to expand your horizons and access more rewarding tasks.

240Kfollowers on XFollow →235KDiscord membersJoin →