High quality LIDAR annotations
Armed with a SOTA annotation tool, we help you supercharge your systems with accurate 3D point cloud annotation for all major LIDAR and RADAR sources.

Sensor fusion annotation
A Comprehensive annotation solution for Sensor fusion
Camera image projection
Add as many camera images with each point cloud frame as you want. All annotations are automatically projected onto images to produce the highest quality annotations.
Object tracking
Track objects across sensors as well as across time with consistent object IDs across all modalities.
Formats
Your data comes in different formats. Whether its LIDAR or RADAR, we support all major formats and cameras.

Cuboid annotation
Accurate 3D cuboid annotations so you can build powerful perception models. Our annotation platform features a number of innovative tools to ensure every cuboid is drawn precisely.
Learn more
Point cloud segmentation annotation
Highly precise 3D point cloud segmentation to help you build build powerful ML models. We support pointclouds of all formats and devices including dense RGB pointclouds with millions of points.
Learn morePython SDK access
Integrate labeling with your data pipeline
With our enterprise plan, you get access to our Python SDK to access your data and annotations right from your own code.

ValidatePick random pointclouds and visualize them with labels.
Provide feedbackIf you find incorrects labels, create an issue and add comments to let our team know how they can improve.
Download annnotationsDownload all validated annotations the moment they are ready. No more communication delays.
Data security
Your data is valuable. Keep it safe.
We understand your data is valuable to you. Keep your data safe through a variety of different storage options.
What are you
building?
We would love to know what projects you are working on. Get in touch with us
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Why
Mindkosh
Transparent pricing, trained and scalable workforce and a propreitary state-of-the-art labeling tool are just some of the features that set us apart.
Pricing
Pricing models
We prefer per-asset pricing as it encourages quick response times. But we can also do hourly pricing..
Free demo
Send us a few samples of your data, and we will label them for free. No questions asked.
Workforce
Rapid Scaling
Scale rapidly - both up as well as down - with our large team of highly experienced labelers.
Security
Be assured of the security of your data with our highly controlled work environments. No data goes in or out.
Labeling software
Automatic annotation
Achieve superhuman level quality for your datasets with Automatic annotation.
Data storage
Store your data with us, third party storage services or directly stream from your own AWS S3 accounts.
Frequently asked
questions
Do I need to provide a labeling tool?
How do I measure the quality of the labels?
What if my data is domain specific?
Can you track objects across scenes?
Can you update already labeled data?
What about RGB pointclouds?