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Custom synthetic vision data

Vision data.
Built for your world.

You build the model. We build the data.
Custom computer-generated images and labels, shaped around what your model needs to see.

Get a project quoteHow it works

For ambitious teams, from first model to next release.

A different way to see.
Overhead view of cars and buses on a city road
One scene. A new perspective.Annotation illustration

Less manual labeling.

Generate images and their annotations together, so your team can focus on the model.

More of the hard cases.

Build coverage for rare objects, tricky angles, and conditions that are hard to capture.

Data on your terms.

Shape the scenes, lighting, and variation around what your model needs to learn.

What you get

Every image.
Already labeled.

A dataset built for your task, with annotations generated alongside the images. Choose the label types and scene variations your model needs.

  • 2D bounding boxes
  • Instance segmentation masks
  • Semantic segmentation masks
  • Pose and COCO keypoints
  • Augmentations and corner-case coverage
  • Labels generated with your images

Your task. Your label types. Your dataset.

Football players and a ball with illustrative bounding box annotations

Identify and locate individual objects.

Label illustration

Made for your workflow.

Dataset formats scoped to your training stack.
Hugging FacePyTorchTensorFlowKeras

How it works

From your brief.
To your next dataset.

A focused project, from the scenes you need to the labels you train on.

  1. Share your task

    Tell us what you’re building. Bring 3D models, CAD, photos, video, or just a set of specs.

  2. We generate and label

    We build scenes around your requirements and generate images with the labels your task needs.

  3. Train, test, iterate

    Put your dataset to work. Evaluate your model, then expand coverage as your needs change.

Use cases

Built for your field.

Vision tasks where the right labeled data makes all the difference.

Electronic components on a circuit board

Manufacturing & inspection

Train for defects, parts, and visual quality checks with data built around your production line.

Industrial robot arms on a production line

Robotics & warehouses

Perception data for the scenes and objects your robots actually see.

Close-up of a running shoe for product recognition

Retail & product recognition

Product and shelf recognition datasets tailored to your catalog, layouts, and cameras.

Your next dataset

Let’s build what
your model is missing.

Tell us what you’re building and what data you need. We’ll scope a synthetic dataset around your project.

Get a project quote

Start with your task, assets, or specs.