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PRODUCTS

 * Scale RapidThe fastest way to production-quality labels.

 * Scale StudioLabeling infrastructure for your workforce.

 * Scale 3D Sensor FusionAdvanced annotations for LiDAR + RADAR data.

 * Scale ImageComprehensive annotations for images.

 * Scale VideoScalable annotations for video data.

 * Scale TextSophisticated annotations for text-based data.

 * Scale AudioAudio Annotation and Speech Annotation for NLP.

 * Scale MappingThe flexible solution to develop your own maps.

 * Scale Enterprise AIModels to support your business use cases.

 * Scale NucleusThe mission control for your data

 * Scale ValidateCompare and understand your models

 * Scale LaunchShip and track your models in production

 * Scale Document AITemplate-free ML document processing

 * Scale Content UnderstandingManage content for better user experiences

 * Scale InstantMLNext-day machine learning models, without ML expertise

 * Scale SyntheticGenerate synthetic data

SOLUTIONS

 * Retail & eCommerce

 * Defense

 * Logistics

 * Autonomous Vehicles

 * Robotics

 * AR/VR

 * Document Processing

 * Content & Language

RESOURCES

 * Resource Library

 * Blog

 * Events

 * Open Datasets

 * Interviews

 * Documentation

 * Guides

 * Customers

 * Pricing

 * Conference

 * AI Readiness Report 2022

COMPANY

 * About

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 * Security

 * Legal

 * Talk to Sales
 * Sign Up

PRODUCT DETAILS
 * Why Nucleus
 * How it Works
 * Data Inputs
 * Pricing
 * Docs
 * University


NUCLEUS

Better ML models through data exploration, curation & quality assurance.


Schedule a Demo →
Try Nucleus For Free
1:28












HOW IT WORKS


DATA MANAGEMENT FOR MACHINE LEARNING.



Nucleus helps ML teams build better datasets. Bring together your data, ground
truth and model predictions to effortlessly fix model failures and data quality
issues.



Explore Data
Debug Labels
Debug Models
Mine Edge Cases






WHY NUCLEUS


IMPROVING YOUR MODELS STARTS WITH IMPROVING YOUR DATA.



Optimize your labeling spend by identifying class imbalance, errors, and edge
cases in your data with Scale Nucleus.




 * VISUALIZE, EXPLORE, AND SLICE
   
   See insights, search on custom metadata, and curate data slices to track
   model performance on specific scenarios.


 * DEBUG YOUR MODELS
   
   Filter data on model performance metrics or explore interactive confusion
   matrices to quickly find specific examples of model failure, e.g., false
   positives.


 * OPTIMIZE LABELING SPEND
   
   Curate unlabeled data with active learning, then mine rare edge cases to
   prioritize the highest-value data to send for labels next.


 * LABEL FLEXIBLY
   
   Send data to Scale with one click for labeling, label it yourself with
   Nucleus’s built-in editor, or import and export external labels via API.


 * COLLABORATE WITH YOUR TEAM
   
   Share links to slices, queries, and individual examples. ML engineers,
   labelers, and data ops specialists can all collaborate on the same platform.


 * INTEGRATE WITH THE NUCLEUS API
   
   Automate dataset uploads, add metadata, upload model predictions, and export
   from Nucleus using its intuitive API.


DATA INPUTS


SUPPORTED ANNOTATION TYPES.

Image

 * Bounding Boxes
 * Classification
 * Segmentation
 * Polygons
 * Polylines
 * Cuboids
 * Points

Video

 * Bounding Boxes
 * Classification
 * Segmentation
 * Polygons
 * Polylines
 * Cuboids
 * Points

3D and Sensor Fusion

 * Cuboids
 * Point

> “As Nuro works to ensure efficient deliveries as safely as possible, we depend
> on tools like Nucleus to curate edge cases which we can use to train ever more
> accurate and capable models.”

JACK GUO

Head of Autonomy Platform, Nuro

> “The powerful search capabilities and easy-to-use tools made it easy for us to
> get started with our existing library of annotations.”

OLIVER MONSON

Senior Manager, Data Operations, Velodyne Lidar

> “Motive encounters all manners of surprising edge cases in real world data
> collection, so when it comes to knowing we’re labeling the most valuable
> subset of our collected data, we turn to Scale Nucleus. Its intuitive
> visualizations, query engine and Autotag help our teams improve both data
> quality and models, all in the same motion.”

ALI REHAN

Engineering Manager AI/Vision Products, Motive

> “Once our data was uploaded, we were able to train, validate and deploy 3
> classifiers to our full dataset to identify police cars, ambulances, and
> firetrucks in just 4 hours, identifying a large number of these rarer case
> images to send to labeling. This process would have taken weeks without
> Nucleus.”

VARUN SUNDAR RABINDRANATH

ML and Perception Engineer, Magna International


→

→


PRICING


EXPLORE PRICING

See pricing details →

Free

Try Nucleus with no commitments

Team

Start to optimize your labeling spend

Pro

Scale up with more data and lower rates

Enterprise

Unlimited data and volume based reductions

Subscription / Month

$0

$1,500

$7,500

Custom

Seats

Unlimited

Unlimited

Unlimited

Unlimited

Included Data Volume

10,000

200,000

2,000,000

Unlimited

Price / 1,000 Items

Price / 1,000 Items

Price / 1,000 Items

Price / 1,000 Items

Extra Data Volume / Month

--

$9.00

$3.00

--

Querying

$0.00

$0.002

$0.001

Custom

Embedding Indexing

$0.00

$2.00

$1.00

Custom

Autotag Creation

$0.00

$0.02

$0.01

Custom

Model Error Computation

$0.00

$0.002

$0.001

Custom

Scale Model Zoo Inference

$0.00

$3.00

$1.50

Custom

Get Started →
Talk to sales →
Talk to sales →
Talk to sales →

FreeTeamProEnterprise


FREE

Try Nucleus with no commitments

Subscription / Month



$0



Seats



Unlimited



Included Data Volume



10,000



Price / 1,000 Items



Extra Data Volume / Month



--



Querying



$0.00



Embedding Indexing



$0.00



Autotag Creation



$0.00



Model Error Computation



$0.00



Scale Model Zoo Inference



$0.00



All pricing is for data that does not contain Restricted Information, as defined
by Scale AI’s Master Software and Services Agreement. For projects that contain
Restricted Information, or for public sector or government projects that require
specialized data handling or security, please contact us.


CUSTOMERS


TRUSTED BY WORLD CLASS COMPANIES



Scale is trusted by leading machine learning teams to develop more accurate
models.



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FAQ

Can I use Nucleus on my own data?
Which data and annotation types are supported?
My data doesn’t fall into one of the categories mentioned, but I would still
like to use Nucleus. Whom should I contact?
Can I use Nucleus without uploading data to Nucleus?
Can I use Nucleus with annotations from a 3rd party or my own annotator?
How is Nucleus priced?


GET STARTED TODAY

Schedule a Demo →
Try Nucleus For Free


 * PRODUCTS
   
   * Scale Rapid
   * Scale Studio
   * Scale 3D Sensor Fusion
   * Scale Image
   * Scale Video
   * Scale Text
   * Scale Document AI
   * Scale Audio
   * Scale Nucleus
   * Scale Mapping


 * SOLUTIONS
   
   * Retail & eCommerce
   * Defense
   * Logistics
   * Autonomous Vehicles
   * Robotics
   * AR/VR
   * Document Processing
   * Content & Language


 * COMPANY
   
   * About
   * Pricing
   * Careers
   * Security
   * Legal


 * RESOURCES
   
   * Blog
   * Customers
   * Events
   * Open Datasets
   * Interviews
   * Documentation
   * Guides
   * Community
   * AI Readiness Report


 * GUIDES
   
   * Data Labeling
   * Diffusion Models


 * CONTACT
   
   * sales@scale.com
   * support@scale.com
   * careers@scale.com
   * press@scale.com
     

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