3D LABELING TOOLBOX

A complete solution for LiDAR annotation

Label comprehensive 3D scenes from LiDAR or RADAR sensors with additional photo and video context, AI object tracking and point cloud segmentation.

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Trusted by Fortune 500. Used by 60,000 companies and researchers worldwide

Designed for 3D

Practical tools for point cloud labeling

Annotation of point cloud scenes is not an easy task. Inspired by professional software like Blender, Supervisely offers user-friendly instruments to work with thousands of points.

Cubiods
Lasso
Landmarks

POINT CLOUD NAVIGATION & ANNOTATION

3D Object detection and Classification

Visualization and, especially, labeling of spatial point clouds is not a simple task. Apart from plain and well-understood image labeling, to successfully complete annotation project in 3D space we need to solve three additional challenges and provide:

  • User-friendly navigation in three dimensions
  • Handy tools for accurate object detection
  • Maximum information for correct classification

Voyaging the three-dimensional space

Before you can identify and label an object of interest you need to see it clear from every angle. To let some sunlight into the scene, we have introduced widely known navigation from video games with WASD keyboard controls to move around point cloud and mouse to control the camera angle.

Along with additional viewports with top-side-front perspectives using orthographic projections, it gives accurate representation of what you are dealing with.

Ultra-precise cuboid labeling

One cannot put a 3D box sitting behind a 2D monitor screen — that’s why having multiple viewports for editing a 3D box in multiple projections is a key to accurate annotation.

Sensor fusion with adding photo & video context

Provide more information for accurate labeling and identification with photo and video context. Supervisely automatically calculates correlation between 3D space and 2D context and projects your labeled objects on it, letting you achieve unprecedented quality of labeling.

MULTI-FRAME 3D POINT CLOUDS

Putting time in perspective

In many task such as autonomous cars localization and mapping (SLAM) and lane detection you have to label not just a single point cloud, but a series of clouds, called episodes. Supervisely provides labeling toolbox specially designed for such a case.

Point cloud episodes

Just like as specially designed video labeling toolbox is remarkably more performant than annotation of separate frames in image toolbox, specially designed 3D episodes toolbox is surpassingly more excellent in every aspect from playback speed to tracking performance.

Timeline panel is your multi-purpose navigation guide

It’s easy to get frustrated with hundreds of clouds and objects labeled.

Episode timeline panel provides overall structure, answers questions like what is already labeled and simplifies editing tag segments and tracked objects.

MULTI TRACK MODE

Enable several tracks at once to see
what point clouds need your attention

FRAMES STATUS

Immediately see which point clouds are labeled manually, automatically with tracking, tagged or empty
Video timeline

FAST NAVIGATION

Instantly switch between sequential
clouds — they are preloaded in
browser memory on fly

ACTION PANEL

Select individual clouds or whole ranges, tag them, remove figures, run tracking and other actions

3D OBJECT TRACKING

Track moving objects in LiDAR

A common task is labeling of a moving object across multiple point clouds. Supervisely offers built-in AI tracking algorithms that automatically detects and tracks objects of various classes, as well as more classic linear interpolation and other methods of object tracking.

3D INSTANCE SEGMENTATION

Precise point cloud segmentation

3D semantic segmentation of cloud points is quite challenging. But with the right tools Supervisely provides, classifying of even the most spatial point clouds becomes much easier.

3D SEGMENT TAGGING

Tagging of 3D point cloud segments

Attach additional information to annotation objects or just tag specific segments of 3D point cloud episode with semantic, such as “what’s going on here”.

FEATURES

All the right tools for PROs

Object detection, classification and segmentation are not the only tasks solved with Supervisely — there is always more to it!

Neural Networks

Ultimate ecosystem for AI

Because Supervisely is built like OS for computer vision, we made possible integration of the best machine learning models and tools on a single platform.

You will find a well-known projects from data science community, as well as our own Apps, providing a complete solution for entire AI development pipeline.

Train state-of-the-art models in browser

Learn more

Configure every aspect of training from target classes to online augmentations, monitor metrics and terminal logs in real-time.

Noticeable example app:

Visualize, analyze and improve performance

Learn more

Understand how your model works on ground truth and new data and find how to correct negative output and increase performance.

Noticeable example app:

Apply models in various scenarios and interfaces

Learn more

Put pre-trained or custom neural network models to use in labeling interfaces to archive extraordinary results.

Noticeable example app:

Boost training with synthetic data

Learn more

Generate synthetic datasets that drastically improve model results, especially when there is not enough ground truth.

Noticeable example app:

Query and transform, run augmentations

Learn more

Perform all the necessary actions on your data, from importing and converting to skeletonization of masks and rasterization.

Noticeable example app:

USER COLLABORATION

Working together has never been so effective

Collaborate together with your team to transform existing assets into labeled data, trained models and deployed solutions. Supervisely helps to organize work of different professionals: labelers, data scientists, domain experst, managers and engineers.

VIDEO

See how it works in action

A quick overview from our founder

Supervisely Apps

Boundless customization and
more point clouds features

The list of features does not end here as we constantly extend Supervisely with applications, that improve both labeling and management of point clouds.

Learn about Supervisely Apps

First OS for Computer Vision

Constantly growing ecosystem of hundreds of ready-to-use apps that extend and add new functionality.

Learn about Ecosystem

OTHER LABELING SUITES

Not just 3D

Impressed by what you just read, but want to label other type of data? Check what else we have!

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Images

Professional tools and AI segmentation for image labeling.

Learn more
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Videos

Object tracking, live transcoding and hours-long video files.

Learn more
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DICOM

Multi-slice labeling, 3D volumes interpolation and HIPAA complacency.

Learn more

SUPERVISELY FOR ENTERPRISES

On-premise edition built for your business

A fully customizable AI infrastructure, deployed on cloud or your servers with everything you love about Supervisely, plus advanced security, control, and support.

Start 30 days free trial
  • Maximum security: hosted behind firewall on your servers with advanced governance and privacy settings
  • Effortless integrations: single sign-on with LDAP or OpenID, cloud storage in AWS or Azure and powerful API & SDK
  • Priority support: dedicated slack chat, guided onboarding and personalized training sessions with experts
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> Done! Supervisely is running on port :80

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Team Manager 17:33
Hello @supervisely! Is there a way to create a project via API?
Supervisely 17:35
Sure thing, check out this docs!

Here’s why our customers trust us

Engie customer testimonial
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We use Supervisely since 2019. The key advantage of this tool is that Supervisely provides a complete data treatment pipeline. An important advantage is that a Supervisely instance can be deployed autonomously on a Client infrastructure, and distributed on different servers.

It helps to treat enterprise’s internal and often confidential data in a secured way. Together with a user-friendly interface, a clear documentation and a friendly and reactive support team it helps us to do Data Scientist work better and faster.”

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Dmitriy Slutskiy
PhD Research Engineer
Resson customer testimonial
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We originally set out to look for tools that could help us with data annotation, and we discovered that Supervisely excels at that and much more. It has become an integral part of our workflow in annotation, model training, and evaluation.

We've been exceedingly impressed with the customer support, addition of new features, and the flexibility of the publicly available SDK/API. The Supervisely team has also been fast to respond to support questions, and has shown a lot of openness when given feedback on potential improvements.

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Travis Prosser
Engineering Specialist

Trusted by Fortune 500. Used by 60,000 companies and researchers worldwide

Contact Us

Ready to get started?

Speak with people who are on the same page with you. An actual data scientist will:

  • Show live demo
  • Go through the concepts
  • Learn your case
  • Offer a tailored solution

Get you data labeled

Get accurate training data on scale with expert annotators, ML-assisted tools, dedicated project manager and the leading labeling platform.

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