Solutions / Image Datasets

Custom image datasets

Controlled images of people, objects and environments.

We shoot and collect image data under planned variations — including RAW and ProRAW, multi-view sets and domain-specific collections — with releases and metadata for every frame.

What we produce

Every dataset is designed around your model's requirements and delivered with metadata, QA and rights in place.

Data

  1. 01

    Controlled collections

    Planned variations of light, angle, lens and background.

  2. 02

    RAW / ProRAW

    Unprocessed sensor data for imaging and camera pipelines.

  3. 03

    People

    Diverse participants with signed likeness releases.

  4. 04

    Objects & products

    Items shot attribute by attribute, in context or in studio.

  5. 05

    Environments

    Interiors, workplaces and outdoor scenes matched to your domain.

  6. 06

    Multi-view

    Synchronized cameras capturing the same subject from several angles.

How we produce it

  1. 07

    Capture spec

    Devices, settings and variation matrix defined before the first shot.

  2. 08

    Studio & location

    Controlled shoots or distributed collection, depending on the goal.

  3. 09

    Metadata

    EXIF, scene, subject and setup details delivered per image.

  4. 10

    Rights & QA

    Releases, licensing and quality checks before handover.

Our process

  1. 01

    Requirements

    Define the model task, target behaviors, constraints and success criteria.

  2. 02

    Specification

    Translate project requirements into scenarios, capture parameters, metadata structure, deliverables and QA criteria.

  3. 03

    Pilot

    Produce a small sample batch, review it with your team, and lock the spec before scaling up.

  4. 04

    Production

    Produce, collect or source the data with the required metadata, rights and releases in place.

  5. 05

    QA

    Review samples, fix inconsistencies, and validate metadata, structure and annotations where required.

  6. 06

    Delivery

    Hand over a clean, documented, rights-ready dataset in your preferred format.

  7. 07

    Scale

    Grow volume, locations and variations on the same pipeline as your model needs more data.

Why Kvet

  1. Built around your requirements

    Every project is built around the specific data, environments, actions and capture conditions required.

  2. Production-first

    We organize the participants, environments, interactions and capture setups required to produce data that does not already exist.

  3. Multiple production models

    Controlled production, distributed collection and content sourcing can be used independently or combined within one project.

  4. Visual and technical depth

    Image and video production, egocentric and multi-camera capture, RGB-D, creative workflows, 3D, VFX and multimodal data within one production ecosystem.

  5. From pilot to scale

    Validate the approach with a focused pilot, then scale across participants, locations and countries.

  6. Structured delivery

    Rights, releases, metadata, QA and technical requirements are integrated into the production pipeline.

Tell us what data your model needs.