OCTOBER 19TH - 21ST: TransformX 2022 - Operationalizing AI and Machine Learning by Scale

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Nucleus

Command and control for your ML dataset.

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HOW IT WORKS

The dataset IDE for machine learning.

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

Search based on annotations, metadata, model predictions and more with Nucleus's powerful querying engine.

Search based on annotations, metadata, model predictions and more with Nucleus's powerful querying engine.

WHY NUCLEUS

Improving your models starts with improving your data.

Nucleus helps teams build better datasets. Bring your data, labels, and model predictions together to debug your ML models and improve your datasets.

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

“KeepTruckin 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, KeepTruckin

“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 →

	Pay-as-you-go Team Start using Nucleus with no commitment and pay-as-you-go usage pricing. Best option if: You want to get started right away without committing upfront You have a smaller dataset (<200,000 items)	Save when you subscribe Enterprise Unlimited data volume and seats, 50% reductions in usage rates, and access to enterprise features. Best option if: You plan to use Nucleus frequently. You would benefit from unlimited data volume and seats. You want to host data yourself (Privacy Mode*) instead of uploading to Nucleus.
Subscription / Month	Free	$7,500
Seats	20	Unlimited
	Price / 1,000 Items	Price / 1,000 Items
Data Volume	$9.00	Free
Querying	$0.002	$0.001
Embedding Indexing	$2.00	$1.00
Autotag Creation	$0.02	$0.01
Model Error Computation	$0.02	$0.01
Scale Model Zoo Inference	$3.00	$1.50
	Create Account	Talk to Sales

Save when you subscribe

For a monthly subscription, enjoy unlimited data volume and seats, 50% reductions in usage rates, and access to enterprise features.

This is your best option if:

You want to get started right away without committing upfront
You have a smaller dataset (<200,000 items)

Subscription / Month

Free

Seats

20

Price / 1,000 Items

Data Volume

$9.00

Querying

$0.002

Embedding Indexing

$2.00

Autotag Creation

$0.02

Model Error Computation

$0.02

Scale Model Zoo Inference

$3.00

Create Account

Talk to Sales

Save when you subscribe

For a monthly subscription, enjoy unlimited data volume and seats, 50% reductions in usage rates, and access to enterprise features.

This is your best option if:

You plan to use Nucleus frequently.
You would benefit from unlimited data volume and seats.
You want to host data yourself (Privacy Mode*) instead of uploading to Nucleus.

Subscription / Month

$7,500

Seats

Unlimited

Price / 1,000 Items

Data Volume

Free

Querying

$0.001

Embedding Indexing

$1.00

Autotag Creation

$0.01

Model Error Computation

$0.01

Scale Model Zoo Inference

$1.50

Create Account

Talk to Sales

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.