Accurate 3D point cloud annotation services
We deliver accurate and consistent 3D point cloud annotations for a variety of use-cases, supercharged by our State of the art Annotation tool and an experienced labeling team.
3D Point cloud cuboid annotation
Accurately identify objects in challenging lighting and weather condition, and give your ML models a new superpower. Useful in a variety of use-cases.
- Robotics: Identify and manipulate objects in the real world.
- Augmented reality: Create realistic and interactive 3D environments.
- Autonomy: Detect and track vehicles, pedestrians, and other objects.
- Engineering: Detect defects in construction and manufacturing.
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.
Practical tips on setting up Quality Assurance pipelines for Point Cloud annotation
3D Point cloud segmentation annotation
Extract more detailed and granular information about the objects in your 3D point clouds.
Whether you have dense pointclouds from a busy seaport or detailed RGB pointclouds of a face-scan, we can label all types of point clouds efficiently and at scale.
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.
Validate
Pick random pointclouds and visualize them with labels.Provide feedback
If you find incorrects labels, create an issue and add comments to let our team know how they can improve.Download annnotations
Download all validated annotations the moment they are ready. No more communication delays.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?
Have a use-case in mind? 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.
Looking for a Lidar annotation platform ?
Mindkosh's Lidar annotation platform supports 3D point cloud annotation for a variety of use-cases - from aerial point cloud segmentation to Lidar Sensor fusion annotation.
Label data from multiple sensors with authority using efficient tools and establish a QA pipeline to ensure the annotations are high quality.
