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Documentation
Getting started
Introduction to CVAT
CVAT Complete Workflow Guide for Organizations
Introduction to CVAT and Datumaro
Integrations
FiftyOne
Human Protocol
FAQ
Paid features
Subscription management
Social auth configuration
SSO configuration
Shapes converter
Immediate job feedback
Segment Anything 2 Tracker
Manual
Basics
Registration & Account Access
Create annotation task
Create multi tasks
CVAT Annotation Interface
Navigation bar & Menu
Controls sidebar
Objects sidebar
CVAT Workspace
Jobs page
Tasks page
Task details
Requests page
3D task workspace
Standard 3D mode
Settings
Types of shapes
Shape mode
Track mode
3D Object annotation
Attribute annotation mode
Quality control
Vocabulary
Cloud storages page
Attach cloud storage
Advanced
Projects page
Organization
Search
Shape mode
Single Shape Mode
CVAT User roles
Track mode
3D Object annotation
Attribute annotation mode
Annotation with rectangles
Annotation with polygons
Manual drawing
Automatic borders
Edit polygon
Track mode with polygons
Creating masks
Annotation with polylines
Annotation with points
Points in shape mode
Linear interpolation with one point
Annotation with ellipses
Annotation with cuboids
Creating the cuboid
Editing the cuboid
Annotation with skeletons
Annotation with brush tool
Annotation with tags
Models
Analytics and QA
Automated QA
Manual QA
Analytics
Consensus
OpenCV and AI Tools
Automatic annotation
Specification for annotators
Backup
Delete frame from task
Join and slice tools
Import datasets and upload annotation
Export annotations and data from CVAT
CVAT for image
Datumaro
LabelMe
MOT
MOTS
COCO
COCO Keypoints
Pascal VOC
Segmentation Mask
Ultralytics YOLO
Ultralytics-YOLO-Classification
YOLO
ImageNet
Wider Face
CamVid
VGGFace2
Market-1501
ICDAR13/15
Open Images
Cityscapes
KITTI
LFW
XML annotation format
Shortcuts
Filter
Contextual images
Shape grouping
Dataset manifest
Data preparation on the fly
Serverless tutorial
Administration
Basics
Installation Guide
Superuser registration
AWS-Deployment Guide
REST API
Advanced
CVAT Architecture
CVAT deployment on Kubernetes with Helm
Installation Auto Annotation
CVAT Analytics and monitoring
Mounting cloud storage
LDAP Login
Backup guide
Upgrade guide
Webhooks
Custom Certificates
API & SDK
API
SDK
API Reference
APIs
AssetsApi
AuthApi
CloudstoragesApi
CommentsApi
ConsensusApi
EventsApi
GuidesApi
InvitationsApi
IssuesApi
JobsApi
LabelsApi
LambdaApi
MembershipsApi
OrganizationsApi
ProjectsApi
QualityApi
RequestsApi
SchemaApi
ServerApi
TasksApi
UsersApi
WebhooksApi
Models
About
AcceptInvitationRead
AnnotationConflict
AnnotationConflictAnnotationType
AnnotationConflictSeverity
AnnotationConflictType
AnnotationFileRequest
AnnotationGuideRead
AnnotationGuideWriteRequest
AnnotationId
AnnotationIdShapeType
AssetRead
Attribute
AttributeRequest
AttributeVal
AttributeValRequest
BasicOrganization
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BasicUserRequest
ChunkType
ClientEvents
ClientEventsRequest
ClientEventsRequestPreviousEvent
CloudStorageContent
CloudStorageRead
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CommentRead
CommentsSummary
CommentWriteRequest
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ConsensusSettings
CredentialsTypeEnum
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DataRequest
DataRequestValidationParams
DataResponse
DatasetFileRequest
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DatasetFormats
Event
EventRequest
Events
EventsEnum
FileInfo
FileInfoTypeEnum
FrameMeta
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FunctionCall
FunctionCallParams
Low-level API
High-level API
PyTorch adapter
Auto-annotation API
Developer guide
CLI
Contributing
Development environment
Setup additional components in development environment
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Using the issue tracker
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New annotation format support
Server Profiling
Running tests
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Properties
Documentation
API & SDK
SDK
API Reference
Models
AttributeVal
AttributeVal class reference
Properties
Name
Type
Description
Notes
spec_id
int
value
str
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