Computer vision, without the busywork.
D8alytics turns a plain-English description into a labeled training dataset — and, soon, a trained detection model — so teams can ship computer vision in minutes instead of months.
Why we built this
Every computer-vision project starts the same painful way: collecting thousands of photos, then paying people to draw boxes around every object, one image at a time. It's slow, expensive, and it stalls good ideas before they ever get tested — especially for rare cases like a cracked tablet, a missing safety vest, or the first wisp of wildfire smoke, where real photos barely exist.
We asked a simple question: what if you could just describe what you want the model to see? D8alytics generates photorealistic, pre-labeled images from a prompt, balances them across your classes, and packages everything in a standard training format. No cameras, no labeling armies, no waiting.
The result is a workflow where an engineer, a QA lead, or a founder can go from an idea to a working detector the same afternoon — and iterate as fast as they can type.
One workflow, four studios.
Generate
Photorealistic, pre-labeled training images from a text prompt.
Auto-label
Name your classes in plain English; our engine draws the boxes.
Train
Fine-tune a custom detector and export it for any device.
Infer
Test your model on new images and video, right in the browser.
How we work.
Speed with rigor
Fast doesn't mean sloppy. Every dataset ships with a health report — class balance, object density, and empty-image checks — so you trust what you train on.
You own your data
Your datasets and models are private by default, and every plan lets you export your weights. What you build is yours to keep and run anywhere.
Built for real edge cases
The defects, hazards, and rare events that matter most are exactly the ones with no photos. Synthetic data is how we cover them.
Ready to see it work?
Start free and generate your first labeled dataset today.