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Getting Started

  • Project Setup
  • Annotation 101
  • Intro to the Annotation Workview
  • Annotate Automatically With Model Tools

Annotation

  • Video Labeling Guide
  • Radiology Labeling Guide
  • Channel Labeling Guide
  • Segment Anything Model (SAM)
  • Auto-Annotate
  • Auto-Track
  • Annotation Tools: Merge, Subtract, Split, Unify
  • The Brush Tool
  • The Comment Tool
  • Organise annotations
    • Re-order annotations
    • Hide annotations
    • Video timeline order
    • Keyboard shortcuts for annotation order
  • Set up a labelling workforce
  • Use Interpolation in video and DICOM
  • Image manipulation
  • Annotate DICOM & NIfTI files
  • Masks
  • Layouts
  • Multi-Planar Annotations in V7
  • Beta: Labeling Multi-Camera Videos

Dataset Management

  • Create a Dataset
  • Import data
    • Supported file formats
    • Upload video files
    • Convert Images and DICOM Slices into Videos and DICOM Series
    • Direct Upload
  • Export your data
    • Create an Export Version
    • Download an Export
    • About Computer Vision Export Formats
  • Create and manage classes
    • Sub-Annotations
    • Properties
    • Item Properties
  • Use workflows to manage your projects
    • Add your team
    • Set up your team's workflow
    • Assign and complete tasks
    • The Annotate stage
    • The Review stage
    • The Model stage
    • The Webhook stage
    • The Consensus Stage
    • The Logic Stage
    • The Archive stage
    • The Sampling Stage
    • Stage-Specific Classes
    • Suggested Workflows
    • Send Bulk Notifications with Webhooks
    • Validate Annotations with Webhooks
    • Automate your Review
  • Import annotations made outside of V7
    • Importing Complex Polygons
  • Create and use tags
  • Filter & sort your data
    • Make changes in bulk
    • Organize Your Datasets with Custom Labels
  • "Merge" or "duplicate" datasets
  • Manage multiple teams with Workspaces
  • User roles
  • Generate patches from large images with webhooks
  • Reporting Quick Start Guide

External Integrations

  • Import Visual Data to V7 Darwin via HTTP
  • External Storage
    • AWS S3 Configuration
    • Wasabi S3 Configuration
    • Azure Blob Storage Configuration
    • Google Cloud Storage Configuration
    • Registering Items From External Storage
    • Streaming Files From AWS S3 into Darwin
    • External Storage Troubleshooting
    • Local/Hybrid Storage
    • Configuring CloudFront distribution
    • Bucket Migration Guide
    • Deleting Metadata
  • Import Visual Data with Python
  • Single Sign On (SSO) configuration
    • SAML Configuration for Single Sign-On (SSO) Across Multiple Workspaces
  • Voxel51 Integration
  • Amazon SageMaker Integration
  • Databricks Integration

Models

  • Train a Model
  • Bring Your Own Model
    • BYOM Setup Guide in Darwin
    • BYOM Troubleshooting
    • Hugging Face Example
    • HuggingFace Integration
  • Use trained models with Auto-Annotate
  • Label automatically with models
  • Run models through the API
  • Scan text automatically

CLI

  • Getting Started
  • Import files with CLI commands
  • Import annotations with CLI commands
  • Import annotations from NIfTI files
  • Export data with CLI commands
  • Dataset
    • comment
    • convert
    • create
    • delete-files
    • export
    • files
    • import
    • local
    • path
    • pull
    • push
    • releases
    • remote
    • remove
    • set-file-status
    • split
    • url
  • Report
    • annotators
  • Team

Python Library

  • Install & upgrade the Python library
    • Install the Darwin SDK
    • Update the Darwin SDK
  • Use the Python Library to manage your data
    • Authentication
    • Create a dataset
    • Upload files
    • Create classes
    • Export your data
  • Using the darwin-py Dockerfile

PyTorch

  • Loading a dataset in Python
  • Darwin ✕ Torchvision
  • Darwin ✕ Detectron2

Billing & Usage

  • How credits are calculated
  • How storage is calculated
  • Time-Tracking in V7
  • System and network requirements
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