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The 7 dataset types
Video
Egocentric, real-world clips of everyday and skilled tasks, filmed anywhere people can legally film.
Bespoke video datasets built to your spec.
Video datasets built from real-world conditions for enterprises.
Why video models fail?
Staged and synthetic video trains a model that slips on real motion, real lighting, and real environments.
Performs in ideal framing, slips on real motion, occlusion, and varied environments.
Trained from real-world conditions where your model will actually run.
What synthetic and staged video miss.
Rwazi captures every one of these from real people, so your model trains on them before launch.
Real video samples for cases like yours.
Footage matched to your task and environment, with demographic metadata and a consistent naming convention, delivered to your cloud.
Egocentric and first-person activity clips.
Gated requestDriving and in-vehicle footage in real traffic.
Gated requestHuman activity and movement across everyday tasks.
Gated requestSurveillance-style and fixed-angle scenes.
Gated requestWhat we capture, to your spec.
Filmed your way, in real conditions or controlled.
We work both ends of the spectrum. You pick the conditions your model needs.
Real-world capture
When your model has to survive the real world. Natural motion, lighting, and environments, filmed where your users actually are.
Controlled capture
When you need a scripted shoot. Set activity, specific angles, and defined conditions, captured in a tight brief.
Real-world video, from 190+ countries.
Footage filmed in only a few mature markets leaves models guessing. Rwazi captures real-world video datasets 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
What sets Rwazi's AI Video Datasets Apart?
Built for the video AI you are shipping.
Autonomous and driving systems.
Models fail on real traffic, weather, and road conditions outside the training set.
Driving footage captured in real vehicles and real traffic across 190+ countries.
Video datasets for the task you are training.
Rwazi builds video datasets for machine learning, scoped to the task, including:
From your spec to your cloud, in four steps.
Run it as a one-off project or a recurring refresh, weekly or monthly.
How Rwazi compares to other providers.
The same data, captured in the physical world. Here is how that stacks up against the alternatives.
Rwazi plays in physical-world-first AI.
5 million mobile users collecting authentic data from real environments in 190+ countries. Making your models more competitive with real life data.
Every clip earns its place in your dataset.
You write the pass-or-reject criteria. Each clip is reviewed by people, checked against those criteria, and logged with details on where it came from: who filmed it, where, and when. We report what passed before the dataset reaches you.
Tell us your scope or book a live demo with us.
Contact The Rwazi AI Datasets Team
Book A Live Demo
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 clip length, resolution, and framerate do you support?+
Clips from 30 seconds to 20 minutes, with resolution, framerate, and device captured to your requirement.
Does it include labeling or tracking?+
The footage itself is the deliverable. Object tracking, pose, and activity labels can be added as a paid layer.
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 do you handle consent and ownership?+
Every contributor films with explicit consent, sourced through Rwazi. You license the set or take it outright, and provenance travels with each clip.
What does a delivery look like?+
A QC'd set in the format you choose, named to a consistent convention, with age, gender, and location tagged per file, dropped into your cloud.
What environments and activities can you film?+
Anywhere people can legally film: homes, streets, vehicles, and worksites, covering everyday tasks and skilled manual work.
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.
What formats and delivery do you support?+
MP4 and common video formats, delivered to your S3, Azure Blob, GCS, or SFTP.
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 does this compare to synthetic or staged video?+
Synthetic and staged footage shine in the conditions they were built for and drift in the field. Rwazi films the real conditions your model will meet.
Where can I buy real-world video training data?+
Share your use case and Rwazi scopes a bespoke video dataset, filmed to spec, licensed or owned outright.