No real data yet
Don't wait for data to be collected.
Rapid Vision
Synthetic Data for Computer Vision
Fast results. Perfect annotations.
When clients contact us
Labeling is too hard
Perfect ground truth without human annotation.
Edge cases matter
Simulate rare defects and cases.
You need millions of samples
Scale datasets instantly.
How we work
Requirements discussion
We schedule a call where you describe the dataset requirements, scene details and desired annotations.
Demo dataset
We generate a small sample dataset so you can evaluate quality and format.
Dataset generation
After approval we generate the full dataset according to the agreed specifications.
Delivery
You receive the dataset or the generation tools depending on the chosen workflow.
What sets up apart?
Specialized in-house solutions
We use internally developed tools built specifically for dataset generation, enabling fast iteration, broad variability, and precise control over the parameters that drive realism and annotation quality.
Photorealistic results
Our rendering pipeline supports complex optical and material effects, including glass, liquids, translucent materials, fibers, and volumetrics, allowing us to produce highly realistic data for demanding vision tasks.
Physics simulations
We use physics simulation to create scenes with realistic object behavior, interactions, and placement, making complex environments more plausible and more useful for training.
Cutting-edge methods from the VFX industry
We apply technologies and workflows developed by the VFX industry to dataset generation, making it possible to create procedural rust, scratches, deformations, and even complex assets like trees, buildings, landscapes.
Custom tool delivery
Recieve not just a dataset, but a full custom generation tool that your team can run on your own infrastructure to produce new samples with specific parameters whenever needed.
Universal dataset format
Our dataset format allows to render the dataset once and export a task-specific subset in any format you need.
Delivery options
Static dataset A ready dataset generated according to your requirements. | Dataset generator (CLI) A tool for generating datasets with variable parameters. | Generation Configurator A web interface for self-service dataset generation. | |
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| Overview | We generate images and annotations and deliver a ready-to-use dataset. | You receive a generator that can be run with different configurations. | Allows users to configure scenes and run generation without programming. |
| When it fits |
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| Delivery | dataset archive | Self-Hosted CLI tool | Self-Hosted or managed cloud platform |
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Use cases
Synthetic vs real data
| Synthetic | Real data |
|---|
| Annotation accuracy | ✓ Perfect | Varies |
| Data distribution | ✓ Fully controlled | Not controlled |
| Rare scenarios | ✓ Can be generated | Almost absent |
| Speed | ✓ Hours-days | Weeks-months |
| Real-world fidelity | Requires validation | ✓ Natural |
Products
Early access
RV Platform
A universal web platform for self-service synthetic data generation.
RV Store
A marketplace of ready datasets that can be purchased without a custom production cycle.
Company
The result was achieved or the work was carried out with support from the “Start-AI” grant of the Foundation for Assistance to Innovations.
