ANYVERSE

Dataset

generation solution

Define your data

Anyverse's platform

Dataset generation & delivery

Define your data

The days when getting data to train your deep learning models was costly and time-consuming are over. Forget going out there to take thousands of real-world pictures. No more manually tagging the data. What if the data you get is not enough or makes your system biased?

With Anyverse we define together the data you need and how you need it.

Define your system’s sensors and camera rigging to produce images in the dataset. You can mimic the behavior of your system in the real world.

Define automatic variability. Change the layout and content of the scenes, change the sensors and camera rigging, add different points of view or unusual angles.

Add custom behaviors to specific assets in the scene if you need them.

Use a continuously growing asset library to define and build your scenes.

Change environmental conditions such as time of the day or weather conditions for every image in the dataset.

NOW YOU ARE READY TO DO YOUR MAGIC.

Feed your data definition to

the Anyverse’s platform

Anyverse™ solution brings you a scalable platform to generate the synthetic dataset you need to train, validate and test your perception system’s deep learning model. It is based on a cloud architecture providing unparalleled computing power to generate as many images as you need at a fraction of the time and cost of real-world images.

For every sample, Anyverse™ Platform will generate a completely different new scene by applying your defined variability and render a sample as a shot taken from your camera rigging.

One data definition → Thousands of images

A dataset is more than just images

To learn, your system needs the ground truth data relevant for the perception problem. No matter if you are doing object detection or segmentation or if you need 2D or 3D bounding boxes, or depth information Anyverse™ platform automatically generates those and much more in your dataset. With every Anyverse™ dataset you get:
Path + Combined Shape Mask

High bit-depth

color images

virtual-reality

JSON annotation

with information

Group 24

Instance ID

channel

vector

Material ID

channel

depth-perception

Object ID

channel

dimensions

Depth

channel

raw

Raw

sensor data

Path + Combined Shape Mask

High bit-depth

color images

virtual-reality

JSON annotation

with information

Group 24

Instance ID

channel

vector

Material ID

channel

depth-perception

Object ID

channel

dimensions

Depth

channel

raw

Raw

sensor data

Group 20

Radiance

channel

Group 22

Reflectance

channel

Asset library 4

Position

3D channel

Group 23

Roughness

channel

gallery

Normal

vectors channel

Asset library 4

Motion

vectors channel

Group 25

Pixel level

segmentation images

Group 20

Radiance

channel

Group 22

Reflectance

channel

Asset library 4

Position

3D channel

Group 23

Roughness

channel

gallery

Normal

vectors channel

Asset library 4

Motion

vectors channel

Group 25

Pixel level

segmentation images

All these delivered directly to your own cloud storage.

the power

The power of the most advanced physically-based render engine and the scalability of the cloud at the service of the most advanced AI-based perception systems.

The most balanced cost-time synthetic data solution to reach your deep learning model's maximum performance

Share your specs with us and get Anyverse's power to overcome your system challenges

Let’s start a new project together

Looking to start your Synthetic Data journey or need help with your current project? We'd love to know more.

Looking for the right Synthetic Data to speed up your system? Please, enter the Anyverse now

Let's talk about synthetic data!