AI DATASETS · VIDEO

Buy custom AI video datasets from the real world

Bespoke video datasets filmed by real people across 190+ countries, covering everyday and skilled activities.

  • 190+ countries
  • 5M+ consumer network
  • real-world or controlled
  • zero-party data

Powering decisions that win

The brands your competitors are watching

WorldRemit logoPepsiCo logoVisa logoMTN logoNestlé logoColgate logoCoca-Cola logoJack Daniel's logoBooking.com logoPampers logo
TYPES OF AI DATASETS

Eight data types, collected to your requirements

MODALITY · 02 / 08

Video

Egocentric, real-world clips of everyday and skilled tasks, filmed on location, anywhere we can capture it.

190+ countriesEgocentric or fixedReal-world capture
WHAT YOU GET

Video built to your spec

The footage your model needs, in the conditions it will meet.

Filmed to your spec

Any environment, any activity, on demand.

Real-world or controlled

Natural conditions or a scripted shoot, your choice.

Footage first, layers optional

You get the footage. Object tracking, pose, and activity labels are add-ons.

Request a sample video dataset License it from our library, or own it outright.
THE PROBLEM

Why do video models fail?

Staged and synthetic video trains a model that breaks on real motion, lighting, and environments.

Trained on clean, staged, or synthetic video

Performs in ideal framing. Breaks on real motion, occlusion, and varied environments.

Trained on real-world video from Rwazi

Trained from real-world conditions where your model will actually run.

WHAT SYNTHETIC DATA MISSES

What do synthetic and staged videos miss?

Motion and camera shake

Handheld movement, walking, running, and device shake.

Occlusion and clutter

Objects and people blocking the frame, busy backgrounds.

Lighting variation

Daylight, low light, glare, mixed indoor and outdoor.

Environment diversity

Homes, streets, and worksites across 190+ countries.

Activity range

Everyday tasks and skilled manual work, captured first-hand.

Edge cases

Rare events and conditions that only real capture reaches.

Rwazi captures every one of these from real people, so your model trains on them before launch.

SAMPLE TYPES

What does a video sample look like?

Your pack arrives as footage matched to your task and environment. Every clip carries demographic metadata and a consistent naming convention, delivered straight to your cloud.

SAMPLE 01

Egocentric activity clips.

Request access
SAMPLE 02

Driving and in-vehicle footage in real traffic.

Request access
SAMPLE 03

Human activity and movement across everyday tasks.

Request access
SAMPLE 04

Surveillance-style and fixed-angle scenes.

Request access
Request a video sample pack
SPEC

What we capture to your spec

Environments

Indoors or outdoor environment.

Activities

Everyday tasks, skilled manual work, driving, movement, and interaction.

Viewpoints

Egocentric, handheld, fixed-angle, and follow capture.

Clip length

We film from 30 seconds to 20 minutes, as required.

Resolution and framerate

We capture to your spec, with your choice of device and camera.

Conditions

Real-world motion and lighting, or controlled capture.

Scale

From a focused set to large recurring collections.

Add-ons

Labeling, object tracking, pose estimation, and activity annotation.

Formats and delivery

MP4 and common video formats, delivered to S3, Azure Blob Storage, GCS, or via SFTP.

COLLECTION MODES

Two ways to film your video

We film both ways. You pick what fits your model.

Real-world capture

For models that must hold up in production. Natural motion, lighting, and environments, filmed where your users actually are.

Controlled capture

For models that need precision. A set activity, specific angles, and defined conditions, filmed to a tight brief.

Book a call with our team
GLOBAL COVERAGE

Real-world video from 190+ countries

Footage from only a few mature markets leaves models guessing. Rwazi films real-world video across 190+ countries, recorded by local contributors in their own settings.

  • 190+ countries
  • everyday and skilled activity
  • real-world or controlled
  • egocentric to fixed-angle
  • indoor and outdoor
THE DIFFERENCE

What sets Rwazi's AI video datasets apart?

Every clip is tagged at the source

Every clip shows who filmed it, with age, gender, and location captured as the video is recorded. Deeper fields are available on request. That tagging is what turns raw footage into training-ready video.

We film on demand, in your markets

We film across 190+ countries, so your model learns from the places it will run.

Yours, with clean provenance

Real contributors film under explicit consent. Every clip is zero-party and comes to you licensed or sold outright.

Exclusive or licensed

Commission footage held just for you, or license from a wider library, scoped to your budget and use case.

Quality checked clips

We review every clip against your pass-or-reject spec before it ships.

USE CASES

Built for the video AI you are shipping

Autonomous and driving systems

Problem

Models break on real traffic, weather, and road conditions outside the training set.

Solution

Driving footage captured in real vehicles and real traffic across 190+ countries.

Impact
Road and weather edge cases, captured in real traffic.
BY TASK

Video datasets for the task you are training

We build video datasets for machine learning, scoped to your task.

DrivingTrafficSurveillanceCCTVHuman activity recognitionSports videoAction recognitionVideo classificationObject trackingPose estimationVideo segmentationAnomaly detectionDrone footageVideo question answering
HOW IT WORKS

From your spec to your cloud, in four steps

01 · Define

Tell us the environments, activities, viewpoints, clip length, and volume, plus your pass-or-reject spec.

02 · Collect

Real contributors across 190+ countries film to that spec, in real or controlled conditions.

03 · Quality control

We validate every clip against your pass-or-reject criteria before delivery.

04 · Deliver

MP4 and common formats arrive in your S3, Azure Blob Storage, GCS, or via SFTP, ready to train.

Run it as a one-off project or a recurring refresh, weekly or monthly.

Book a call about video datasets
COMPARISON

How Rwazi compares to other providers

The same data, captured in the real world. Here is how that stacks up against the alternatives.

Rwazi
Option 1Option 2Option 3
Real-world dataReal-world capture in 190+ countriesDigital-firstLimited physicalInconsistent
Mobile-native5M+ mobile devicesDesktop focusLimitedWeb-based
Geographic coverage190+ countriesUS/Europe biasLimited coverageLimited coverage
Data modalitiesAudio, video, image, text, GPS, sensorImages/textAudio/textBasic tasks
Pricing transparencyTransparent tiersQuote on requestComplexTransparent tiers
QualityMulti-stage reviewVendor-reportedVariableVariable
ComplianceContributor consent captured per taskFedRAMP, SOC 2SOC 2, ISO 27001Limited
QUALITY AND TRUST

Every clip earns its place in your dataset

You write the pass-or-reject criteria. People review each clip against those criteria and log who filmed it, where, and when. We report what passed before the dataset reaches you.

Provenance recorded on every clip
Filmed under explicit consent
Yours to license or own outright

Tell us your scope or book a live demo with us

++++

Contact The Rwazi AI Datasets Team

Which of the following best describes your role?

Book A Live Demo

FAQ

Questions teams ask before they buy

What is an AI video dataset?+

A collection of real-world video used to train or fine-tune video models, from action recognition to driving and embodied AI. Rwazi builds it to your brief across 190+ countries, real-world or controlled.

What environments and activities can you film?+

Anywhere people can legally film: homes, streets, vehicles, and worksites, covering everyday tasks and skilled manual work.

What clip length, resolution, and framerate do you support?+

Clips run from 30 seconds to 20 minutes. You choose resolution, framerate, and device.

Do you cover driving, surveillance, and human activity footage?+

Yes. We film driving and in-traffic footage, fixed-angle and surveillance-style scenes, and first-hand human activity.

Does it include labeling or tracking?+

The footage is the deliverable. Object tracking, pose, and activity labels are add-ons.

What formats and delivery do you support?+

MP4 and common video formats, delivered to your S3, Azure Blob Storage, GCS, or via SFTP.

How fast can you deliver?+

Smaller curated sets can land within days; larger or recurring builds run over weeks. Choose a one-off build or a weekly or monthly top-up.

How is it priced?+

We quote per project. The drivers are volume, environments and viewpoints, exclusive versus licensed, and any labeling add-ons. Send your brief and we will price it.

How do you handle consent and ownership?+

Every contributor is sourced through Rwazi and films under explicit consent. You license the set or take it outright, and provenance travels with each clip.

How does this compare to synthetic or staged video?+

Synthetic and staged footage hold up in the conditions they were built for and break outside them. Rwazi films the real conditions your model will meet.

What does a delivery look like?+

A quality-checked set in the format you choose, named to a consistent convention, with age, gender, and location tagged per file, dropped into your cloud.

Where can I buy real-world video training data?+

From Rwazi. Send your use case, and we scope a bespoke video dataset, filmed to spec, licensed, or owned outright.