MODEL-READY EGO-VISION DATA

Continuous 4K
Egocentric Video
Datasets for AI.

1,000+ monthly hours of continuous, unedited, 100% rights-cleared POV footage — one uninterrupted task, start to finish, typically 5-15 minutes (longer masters available on request). Capturing real-world physical workflows, hand-object interactions, and spatial navigation.

BUILT FORWorld modelsEmbodied AIComputer vision
CAPTURE PIPELINE / READYRZ–FIELD–01
CONFIGURABLE RIG / EGOCENTRIC & MULTI-VIEW REC 00:42:18
Native capture4K UHD
Frame rate60 FPS
TelemetryIMU + KINEMATICSSYNC
Continuous capture signalUNEDITED
DELIVERY BUNDLE
.MP4.CSV x2.JSON.TAR
FILE SET VERIFIED
01

Commercially releasedTalent + property

02

Native 4K / 60 FPSHigh-bitrate masters

03

IMU + KINEMATICS synchronizedTelemetry sidecars

04

Custom captureBuilt around your model

POSITION / 0101

Why Rizlytics

Reality without the edit.

Most video training data on the market is pulled from scraped web video—plagued by legal friction, low bitrates, cinematic cuts, and missing spatial metadata. Rizlytics provides unedited, continuous, single-perspective egocentric data recorded on standardized high-bitrate GoPro setups. From artisan physical dexterity to dense urban traffic, we capture the unscripted real world at scale, fully licensed for AI training.

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Dataset catalog / 9 categories / 100+ datasets

Real work.
Captured at source.

Each category pairs a physical-AI task taxonomy with the prescribed camera mount, pitch angle, lens field of view, and biomechanical rationale.

CAT-01

High-Precision Skin & Micro-Artistry Dynamics

Sub-millimeter contact, non-planar elastic surfaces, zero-contact-error human safety, and micro-fluid extrusion.

CAT-02

Non-Rigid & Viscoelastic Material Mechanics

Continuous force-feedback manipulation of soft solids, non-Newtonian fluids, and thermal-elastic substrates.

CAT-03

Subtractive Fabrication & Tactical Tooling

Power-tool recoil absorption, force feedback against anisotropic grains, and brittle fracture prediction.

CAT-04

Thermal & Arc Fabrication Dynamics

Handling severe optical noise, molten material flows, high-heat boundaries, and continuous torch control.

CAT-05

1D & 2D Deformable Objects (Textiles & Cables)

Materials with near-infinite degrees of freedom, self-occlusion, topological unraveling, and bimanual tension control.

CAT-06

Industrial, Automotive & Heavy Physical Telemetry

Heavy payload handling, dynamic mass transfer, dynamic fluids under pressure, and rubber feedback.

CAT-07

Tactile Equilibrium & Precision Assembly Primitives

Micro-clearance fitting, friction balance probing, rigid body dynamics, and sub-millimeter target contact.

CAT-08

Whole-Body Locomotion, Payload & Spatial Navigation

Full-body balance, center-of-gravity shifts under load, multi-contact 3D physics, and spatial-clearance movement.

CAT-09

Pure Digital & Synthetic Telemetry

Non-physical or fully digital egocentric feeds useful for spatial AI, UI navigation, or synthetic pre-training.

CAT-10

Clinical & Dental Procedural Dynamics

Patient-consented clinical workflows, sub-millimeter intraoral precision, sterile field discipline, and procedural sequencing. (Available In Future)

CAT-11

Laboratory & Micro-Fluidics

Sub-milliliter liquid handling, pipette control, serial dilution accuracy, and contamination-free technique.

CAT-12

Benchtop Mechanical Repair

Diagnostic disassembly, fastener and seal replacement, tool sequencing, and mechanical fault isolation.

CAT-13

Culinary Precision & Styling

Fine motor plating, controlled blade work, piping and garnish control, and multi-step food sequencing.

CAT-14

Industrial Metrology

Sub-millimeter measurement, instrument calibration technique, tolerance verification, and precision gauge reading. (Available In Future)

CAT-15

Everyday Household Work

Common domestic manipulation, packaging and fastening, low-risk repetitive tasks, and unscripted home environments.

CAT-16

Fine Arts & Instrument Craft

Fine-motor instrument setup, controlled stroke and tension work, and detail-oriented craft technique.

CAT-17

Agricultural & Botanical

Live plant handling, soil and root manipulation, pruning precision, and organic material variability.

CAT-18

Heavy Fasteners & Rigging

Load-bearing fastener control, tension and rigging technique, and multi-point mechanical securing.

CAT-19

Tailoring & Garment Sewing

Fabric feed control, seam and pattern precision, machine and hand-stitch technique, and pliable-material handling.

CAT-20

E-Waste & Electronics Teardown

Component-level disassembly, connector and cable handling, and fine-tool electronics work.

CAT-21

Small Consumer Appliance Repair

Enclosure disassembly, internal component access, and unplugged electromechanical diagnostics.

CAT-22

Haptic Texture Discrimination

Comparative touch assessment, surface and compliance judgment, and non-visual material discrimination. (Available In Future)

CAT-23

Jewelry, Gem Setting & Lapidary

Micro-scale metal and stone work, magnification-guided precision, and sub-millimeter setting technique.

CAT-24

Packaging & Fulfillment

Pick-and-pack sequencing, sealing and labeling technique, and high-repetition fulfillment motion.

CAT-25

Workstation Electronics

Through-hole and surface-mount technique, wire preparation, and fine-tool bench electronics work.

Delivery system

One capture.
Every signal.

Keep the original quality and decide downstream. Your team can downsample, crop, segment or reformat the masters around the exact needs of its model architecture.

CAPTUREVERIFYDELIVER
01
.MP4

High-bitrate master video

Native 4K UHD at 60 FPS, continuous and unedited.

INCLUDED
02
.CSV

Synchronized telemetry sidecars

Frame-aligned 200Hz IMU dynamics and hand-tracking coordinates, with per-clip coverage reported in the manifest.

INCLUDED
03
.JSON

Structured capture metadata

Taxonomy, timing, alignment verification, and consent provenance for every file in the bundle.

INCLUDED
04
License

AI/ML model training, fine-tuning & evaluation

INCLUDED

Compliance layer

Rights are part
of the dataset.

Data teams should not have to choose between useful footage and defensible provenance. Rizlytics makes permissions, privacy and custody part of the capture system.

MR
VERIFIED

Model releases

Commercial talent consent attached to every applicable capture.

LR
VERIFIED

Location rights

Property and location permissions recorded for audit-ready delivery.

PC
VERIFIED

Privacy controls

GDPR / CCPA / BIPA-ready handling for biometric identifiers, facial anonymization, and license plates.

CC
VERIFIED

Chain of custody

Source ownership, capture logs and metadata provenance stay traceable.

YOUR NEXT DATASET STARTS HERE

Capture the perspective
your model is missing.