Better Data
for Better Vision

* turn up volume for full description

"Building high-performance AI models requires high-quality data, which can be hard to come by. LexSet’s synthetic data technology solves this challenge by creating custom computer vision training datasets using 3D models simulated in a variety of conditions. LexSet is working with customers to enable autonomous machines, starting with indoor environments." - Roger Chen, O'Reily Media


CV without photos via
Training Data as a Service

To enable better computer vision development, LexSet has created TDaaS (Training Data as a Service), using 3D content to create photo-realistic synthetic data to train Vision AI models. The approach allows users to generate limitless amounts of training data on-demand; customizing the camera type, lighting conditions, occlusions, and materials in a training set purpose generated for each application. TDaaS has been specifically proven in making better AI vision systems for robotic object recognition and navigation, without needing photos in the training set.

Pre-annotated Rendered
Segmentation Masks
Depth Maps
Environment Maps

Other's have tried to use generated synthetic training data to power computer vision systems, but they ran into the "over-fitting problem", where they taught an AI how to recognize a rendering and not real life. At LexSet, we have solved this by building our own "physically accurate" rendering engine, to accurately simulate real-world lighting conditions.

Benefits of Synthetic Data

data on-demand,

with-out humans
in the loop

100% accurate

3D annotations


model bias

AI without
personal data, 

no privacy issues


& Service Robots
Retail Inventory & Restocking

For service robotics like robot vacuum cleaners and the like; which need to improve obstacle avoidance, spatial navigation, course mapping, and object recognition- LexSet can simulate the robot’s camera and then generate synthetic image data from an infinite number of variable residential and office environments. Imagine being able to say “Hey Alexa, vacuum in front of the couch.”

For retail environments where inventory tracking is being managed by robots, handheld tablets, or overhead camera systems; LexSet can use 3D models of CPG goods to create vast quantities of synthetic image data. Improving the accuracy and precision of counting inventory, creating restocking alerts, enabling cashierless  checkout, and most importantly maintaining planogram compliance- making sure products are in the correct shelf position.

Supply Chain & Inspection Drones

Using 3D scans and manufacturing CAD of existing parts and assemblies; LexSet can generate synthetic image data for a variety of very useful applications in industrial, warehouse, and manufacturing environments. Enabling drones and CCTV camera systems to keep realtime counts of inventory, as well as enabling automation of QA inspection. This also has many applications for industrial safety and maintenance.

Warehouse &  Factory Logistics 

Proper part, product, and tool identification is an issue for every factory and warehouse. For fulfillment and logistics where technicians and robots alike need to identify things and get them where they need to go. Useful for everything from routing items for fulfillment; to aiding a technician who needs to know where to find a replacement part, or where to put away a given tool.

Augmented &
Mixed Reality

For AR apps on mobile devices and XR headsets, LexSet improves object recognition and the overall interactivity of an app to the environment around them, enhancing spatial awareness. Imagine if the holographic characters in a mixed reality game could interact with the actual furniture inside your home, what if they could sit in the chair across from you, or pick up holographic objects off the coffee table.




R Lab.png

Augmented World Expo 2019, Auggie Award - "Startup to Watch" (winner startup competition)

GS1 Connect 2019, Winner Startup Competition

DataConLA 2019,

Winner Startup Competition

Startup Programs: 



Please fill your contact details below:
Metadata requested per image (check all that apply):

Tel: 908.793.8153

LexSet c/o New Lab

19 Morris Ave, Building 128

Brooklyn, NY 11205

  • LinkedIn - White Circle
  • Facebook - White Circle
  • noun_Email_1198069_edited_edited_edited.

© 2017 by LexSet.