task
“Stack the two cubes.”
Tell us the tasks
Describe the tasks, the robot and the format you train on. Use Beyond Actuation Studio to manage a custom dataset so you know what you need and what a good one looks like.
Get your Robotics dataset and Skip the Embodiment Gap
Robot datasets made to order.Produced with Beyond Actuation Studio.
We provide services to enable Robotics Teams to produce demonstration datasets for your robots and tasks, ready to train on.
01 — How it works
From a task description to a dataset you can train on.
You tell us what the robot should learn. We handle the demonstrations.
episode 0412passed
episode 0413passed
episode 0414recording
episode 0415queued
We produce the demonstrations
We use Beyond Actuation Studio to produce each demonstration, then check every one for quality before it goes into your dataset.
datasetstack-two-cubes
episodes1024
formatyourFormat.json
You get a dataset ready to train
Delivered in the format your training pipeline expects. Need more tasks or more episodes later? We can add to it.
Features
Train beyond a single setup.
Multi-robot demonstrations
More than one robot in a demonstration.
Robots can share a task. Use Beyond Actuation Studio to train coordinated behaviour and skip the hard work of collecting multi-robot demonstrations.
Scenes
Set the scene. Define the goal.
Give Beyond Actuation Studio your scene and task goals. It handles the setup and produces demonstrations for your robots, ready for training.
Default sceneAlternateDomain randomisation
Keep the task. Grow the dataset.
Use the dataset we deliver as a starting point. Beyond Actuation Studio generates more demonstrations with varied lighting, textures and colours, while keeping the task and goals consistent.
Camera configurations
Find the views your model needs.
Experiment with camera positions and camera counts in Beyond Actuation Studio. Capture the same demonstration from different viewpoints to build the inputs your model needs for training.
02 — Services
Two ways to work with us.
We produce demonstration datasets for you, or deploy Beyond Actuation Studio in your own environment so your team can produce them in-house.
We produce it
Start here
Demonstration Datasets
Tell us the tasks and the robot. We produce the demonstrations with Beyond Actuation Studio and deliver a dataset ready to train on.
- Scoped to your tasks, robot and episode count
- Every demonstration checked before delivery
- Delivered in the format you train on
Contact us for a custom quote
Book a demo
You run it
Beyond Actuation Studio Deployment
We deploy Beyond Actuation Studio to your cloud or on-prem environment, so your team can produce demonstration datasets in-house.
- Set up in your cloud account or on your own servers
- Your data stays inside your environment
- Training and ongoing support for your team
Contact us for a custom quote
Book a demo03 — Get in touch
Tell us what your robot needs to learn.
Discuss a demo, a dataset, or a deployment.
- 01Tell us the tasks and your robot
- 02See demonstrations produced live
- 03Get a quote for a dataset or deployment
Let’s talk
Email us
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