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Getting Started
Introduction to Nucleus
Python Client SDK
Install the CLI
Authentication
Remote Data Access
Privacy Mode
Uploading Data
Datasets in Nucleus
Ingest From Labeling
Supported Data Types
Image Dataset
Video Dataset
Lidar Dataset
Upload Metadata
Updating Metadata for Scale-Imported Data
Uploading Annotations
Supported Annotations Types
Geometric (Box, Polygon, Line, Keypoints, Cuboid) Annotations
Segmentation Annotations
Category Annotations
Uploading Annotations from SDK
Uploading Annotations from UI
Uploading Models
Models in Nucleus
Uploading Model Predictions
Uploading Predictions
Segmentation Predictions
Category Predictions
Geometric (Box, Polygon, Line, Keypoints, Cuboid) Predictions
Hosting Custom Models
Introduction to Launch
Create a Model Bundle
Test Model Bundle
Upload Model Bundle
Run Model Inference to Generate Predictions
Hardware Used
Calculate Evaluation Metrics
Exporting Data
Send to Labeling
Batch Export
Export Autotag Items
Export Embeddings
Workflow Guides
Exploration and Curation
Find Rare Edge Cases
Find Data Via Arbitrary Metadata
Find Arbitrary Objects / Scenarios
Understand Class Distribution
Run Inference with Standard Models
Save & Share Data Subsets
Smart Sample
Run AFM-1 in Nucleus
Data and Ground Truth QA
Find Missing Annotations
Find Inaccurate Annotations
Review and Fix Bad Annotations
Model Debugging
Find False Positive Predictions
Understand IOU Distribution
Understand Class Confusions
Understand Precision Recall Curve
Obtain Model Performance On a Subset
Compare Multiple Models
Send to Annotation
Send Data Subsets for Labeling
Send Annotations as Hypothesis
Querying Data
Query Language Reference
Autotag Queries
Autotag Training Set Queries
Annotation Queries
Model Prediction Queries
Metadata Queries
Reference ID Queries
Scale Metadata Queries
Slice Queries
Querying Objects
Advanced Features
Natural Language Search
Visual Similarity Search
Autotag
Introduction to Autotag
Autotag Workflow
Autotag Management Page
Advanced Autotag Usage
Custom Embeddings
Regression Testing
Creating Scenario Tests
Evaluating Scenario Tests
Data filtering for Scenario Tests
External Evaluation Functions
Grouping Annotations via Tracks
Underperforming Slices
Async Jobs
Async Jobs
Manage Billing
Pricing
Payment Options
Consumption Breakdown
View Invoice
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