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* Product
1. Annotation Data labeling with the highest automation rate in autonomous
driving.
1. Annotation Tool Our perfect match for autonomous driving data labeling.
2. Annotation Services Service excellence to complement a world-class
automation engine.
2. Scenario Generation Test and validate your autonomous driving functions
with simulatable scenarios taken from the real world.
3. Anonymization High-throughput image anonymization tool for autonomous
driving.
* Customers
* About
1. Company We believe that AI is the most powerful tool our generation has at
hand.
2. Join us Help us to push the boundaries of technology and apply today.
3. Social Responsibility Socially responsible handling of
manual labeling
work.
* Blog
* Contact
Understand.ai
WE AUTOMATE ANNOTATIONS
Introducing the UAI Automation Engine for computer vision data annotation. The
heart of our annotation tool was designed by AI-natives to cut costs and to
accelerate the training and validation of autonomous driving technology.
Get a demo today
* Product News
UAI ANONYMIZER 2022 RELEASE
High-volume image anonymization upgrade from UAI. 4x higher anonymization
speed, face mask detection and more.
Find out more
* On-Demand Webinar
HOW TO AUTOMATE 3D OBJECT LABELING?
Watch our webcast „Where to start with AI-powered annotation automation in
autonomous driving“.
Go to webcast
* Highlight
AI VALIDATION PROJECTS
How is AI validation different from a training project in autonomous driving?
Why does AD/ ADAS validation require special attention?
Learn more
WHY IS AUTOMATION ESSENTIAL IN
AUTONOMOUS DRIVING?
Linear relationship between manual labeling costs and data volume
Autonomous driving companies have to tackle increasingly larger volumes of data
to validate their products. The manual effort to label it at quality is the
largest budget and time consumer of any annotation project, by far.
There is a linear relationship between manual costs and data volume - the more
data you label, the more manual labeling costs increase. In large-scale
autonomous driving function validation, you’ll come quickly to a project size
from which annotation becomes impossible.
BREAKING THE LINEARITY WITH FULLY
AUTOMATED LABELING
Breaking the linearity between manual labeling costs and data volume
This is where the UAI Automation Engine comes in. We’ve figured out how to
decouple manual annotation costs from data volume using AI-powered annotation
automation. We are not only making annotation faster and more cost efficient, we
are making it fast and affordable enough to run a project of ANY size.
No matter how many kilometers you drive or how many hours you record.
WHY THE INDUSTRY CHOOSES US
We are proud to work with the most innovative and technologically advanced
mobility companies and suppliers. Let us introduce our team of experts to your
next project.
Previous
Darryl Keaton II Founder and President
Data annotation can be difficult and expensive without a dependable partner,
who’s easy to onboard with your needs. The willingness of understand.ai to take
customer feedback and apply it quickly to the business and the flexibility of
their tools for cost and throughput growth helped us to get us where we wanted.
Dr. Peter Schlicht Project Manager AI-Technologies for automated driving
understand.ai is not only software, you also get a dedicated team that is
knowledgeable and confident to exchange competencies and creative
solution-oriented approaches, which definitely enriched our work
Dr. Florian Faion Research Scientist LiDAR Perception
Highly accurate annotation is an indispensable prerequisite for supervised
machine learning. We rely on the labeling service and tools from understand.ai.
Lars Ehlkes Machine Learning Engineer
EnBW Barriersystems appreciates the high quality of image annotations by
understand.ai - the personal communication, fast response and fit of individual
user needs combined with fair pricing is just outstanding!
Indrajit Sen Vice President and Regional Head, DACH
There’s a lot of automation inside. The architecture of the UAI tooling takes
full advantage of AI. The way it’s structured makes it scalable, able to support
large teams of labelers and parallel annotation. It’s boosting our throughput
capabilities and making our customers happy.
Prof. Veronika Cheplygina Eindhoven University of Technology
understand.ai responded very quickly and were able to provide high-quality
annotations within the same day, for an appropriate price. I would definitely
recommend understand.ai to researchers in a similar position.
Darryl Keaton II Founder and President
Data annotation can be difficult and expensive without a dependable partner,
who’s easy to onboard with your needs. The willingness of understand.ai to take
customer feedback and apply it quickly to the business and the flexibility of
their tools for cost and throughput growth helped us to get us where we wanted.
Dr. Peter Schlicht Project Manager AI-Technologies for automated driving
understand.ai is not only software, you also get a dedicated team that is
knowledgeable and confident to exchange competencies and creative
solution-oriented approaches, which definitely enriched our work
Dr. Florian Faion Research Scientist LiDAR Perception
Highly accurate annotation is an indispensable prerequisite for supervised
machine learning. We rely on the labeling service and tools from understand.ai.
Lars Ehlkes Machine Learning Engineer
EnBW Barriersystems appreciates the high quality of image annotations by
understand.ai - the personal communication, fast response and fit of individual
user needs combined with fair pricing is just outstanding!
Indrajit Sen Vice President and Regional Head, DACH
There’s a lot of automation inside. The architecture of the UAI tooling takes
full advantage of AI. The way it’s structured makes it scalable, able to support
large teams of labelers and parallel annotation. It’s boosting our throughput
capabilities and making our customers happy.
Prof. Veronika Cheplygina Eindhoven University of Technology
understand.ai responded very quickly and were able to provide high-quality
annotations within the same day, for an appropriate price. I would definitely
recommend understand.ai to researchers in a similar position.
Darryl Keaton II Founder and President
Data annotation can be difficult and expensive without a dependable partner,
who’s easy to onboard with your needs. The willingness of understand.ai to take
customer feedback and apply it quickly to the business and the flexibility of
their tools for cost and throughput growth helped us to get us where we wanted.
Dr. Peter Schlicht Project Manager AI-Technologies for automated driving
understand.ai is not only software, you also get a dedicated team that is
knowledgeable and confident to exchange competencies and creative
solution-oriented approaches, which definitely enriched our work
Next
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GETTING THE GROUND TRUTH
QUALITY RIGHT
AD / ADAS projects have high data quality standards, often above 98%. Deploying
automation in the annotation process frees up resources for rigorous and more
focused quality checks and enables retraining - more data means better trained
algorithms. Thanks to high levels of automation we can deliver more ground truth
annotations in shorter time.
Read more on our blog
3D LiDAR Bounding Boxes Learn more…
Semantic Segmentation Learn more…
2D Bounding Boxes & Polylines Learn more…
Scenario Generation Learn more…
FROM DATA SELECTION TO DRIVING SCENARIO SIMULATION
UAI Automation Engine integrates seamlessly into the dSPACE data-driven
development pipeline to handle the entire simulation and validation cycle for
autonomous driving. Whatever your data logging, anonymization, data selection or
scenario generation challenges are, we have a market leading solution to take
care of it.
Discover data-driven developmentGo to dSPACE
LET'S TALK ABOUT DATA ANNOTATION
IN AUTONOMOUS VEHICLES
Passionate about accelerating the state of the art in autonomous driving, the
ability of machine learning to improve reliability and safety, advanced
approaches to the annotation of vast amounts of data? You get the idea. Head
over to our blog.
See more on our blog
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JOIN US
Want to turn science-fiction into reality and make self-driving cars become part
of our daily life while also working and having fun with super awesome people?
We’re hiring. If you belong to the forefront of technology shaping the future,
enjoy collaborating with curious and creative people, and believe you make a
difference, apply today.
See open positions
Understand.ai
* Automation Engine
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2. Annotation Tool
3. Annotation Services
4. Scenario Generation
5. Anonymization
6. Testimonials
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