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Getting Started
The AI Datastore
Use Diffgram with Your Apps
Setup Guide
Install Setup
Schema Setup
Tasks Setup
End User Setup
Data Setup
Data Catalog Setup
Workflow Setup
Initial Usage
Optimization Setup
Terminology Glossary
Project Concept 101
ML Backend, Pre-Label and Auto Annotate
Makefile Automation Option
Developer Install Using Docker Compose
Debugging A Dev Install
Docker Install Cheatsheet
AWS Installation Problems
Service Status
Air Gap / SCIF
Breaking Changes
Supported Operating Systems
After Install
Super Admin Getting Started
Options
Mail
Disable User Self Registration
Update
Update Dev
Update Production
Production Installation
OIDC Config (OAuth 2.0)
Helm & Kubernetes: Installation
Domain Configuration
Metrics and Diffgram Corporate Access
Migrations
Labelbox to Diffgram
Labelstudio / Heartex to Diffgram
SDK and CLI
Diffgram SDK
Diffgram CLI
Optimize
Capacity Planning
Super Admin Guide
Super Admin Support Guide
Super Admin Special Abilities
Super Admin Internal Request Routing
Super Admin General System Maintenance
Super Admin Restarting
Support
Support Ticket Requirements
University
Training Data Book
Classic and New Supervised Machine Learning
About
Diffgram License v2 (DLv2)
Diffgram Contributor License (CL)
Master Services Agreement (MSA)
Features
Why Choose Diffgram?
Standards
Open Source
Cybersecurity for Training Data 101
Sales
Advisory Board
Vision
Quality Bar Status
Open Source
Community
Contributing
Review Us
Good First Contributions
Developer Contribution Guide
Code Review Guidelines
Git Tags For Issues & Pull Requests
How to Make a Pull Request without Repo Access
New Engineer Welcome
Caching Engineering Notes
Diffgram Improvement Proposals [DIP] Reference
Unit Testing Backend Guidelines
Editing the Docs
Staging Environment
Contributing New Configs Settings / Env Variables to Diffgram Backend Services
Backend Architecture
Secrets (Environment Variables)
Kubernetes (K8s) Architecture
Customization Overview
Scale
Annotation Direction
Code in JS - Presentation Layer in Vue
Testing End to End
Performance
API Performance - Backend
API Performance - Frontend
File Processing Performance Notes
Video Buffer Performance - Low Level Spec
Releases
Ecosystem
Schema
Schema
Schema University
Create Your First Label
Attributes
Attributes Concepts
Attribute Types Index
Attribute Annotation
Global Attributes
Tree Annotation
Attributes Ordering
Attribute Scope
Attribute Access Control
Attributes Export Spec
Contextual Attributes (Triggers)
Custom Instance Templates
Customization
White Label UI Customization Introduction
Set Install Logo
Custom Buttons
Data
Ingest Data
Importing Introduction
Storage Providers List
Importing Files Using Connections
Importing Instances Walkthrough
Instance List Format Reference
Import Admin
Importing Files & Instances on the Upload Wizard
Import from Diffgram Annotations Export
Migrating Diffgram Project From External Sources
Import Wizard Example Format
One Click Migration from Labelbox
Upload Files By Reference
Storage Tier Best Practices
Uploading & Updating Files With Attributes
Compound Files Ingestion
Ingesting Instances from MongoDB Tutorial
Export Data
Streaming Data
Export Walkthrough
Export Format
Exporting With Connections
EXIF Orientation Assumptions for Images
Export Converters
Reading Export File Example
Generating Masks from Polygon
Accessing Attributes
BLOBs
Annotation Tasks
Tasks
Tasks Introduction
Tasks & Projects
Tasks Creation
Task Tags
Task Analytics
Review Loop 101
Automatic Assignment 101
Task Streams 101
Task Annotation Actions
Exams Benchmark Introductions
Tasks FAQ
Measure Data Quality (Annotations & More)
Pipelines Cookbook
Create a Good & Bad Review Pipeline
Task Statuses
Task Admin
User Task Management
See Related Files or Tasks
Uncomplete a Task
Updating Tasks
Changing the Task Schema
Timing of work (Advanced)
External Integrations
Scale AI Integration
Labelbox Integration
Task Template Statuses
Annotation
Annotation Summary
Image Annotation
2D Bounding Box
Semantic Segmentation - Vector Annotation
Polygon Tracing
Keypoints Annotation Type
Video Annotation
Video Attributes
Video Series
Video Annotation Concepts
Video Interpolation
Video Annotation Ghost Frames 👻
Video Import Specifications
Video Import Specifications
3D Annotation
3D Annotation Guide
Text Annotation
Tutorial overview
Import txt to Diffgram
Create Schema
Annotate
Apply attributes
Apply global attributes
Export Text Data
Conversational Annotation & LLM (Preview)
Audio Annotation
Audio Annotation Admin Guide
Audio Annotation Annotator Help
Geospatial Annotation
Tutorial overview
Import GeoTiff to Diffgram
Create Schema
Annotate
Apply attributes
Apply global attributes
Geospatial Export Data
Multi-Modal Annotation
Shared Annotation Features
Common Annotation Features
Snap To Annotation
Annotation Show - QA
Context Menus
Image and Video: Zoom and move window
About Diffgram
What is Diffgram?
Development Cycles & Benefits
What is the Value Add?
Total Cost of Ownership
Compatibility
Common Questions
Minimum Specs
Interactive Scripts Framework
Interactive Script Framework
Why Userscripts
Researchers - Sharing your ideas
UserScript Direction
Userscript FAQ
Quickstart (Userscripts Annotation Automation)
Userscript Examples
Bodypix (People Segmentation & Keypoints)
Object Detection - cocoSsd (Userscript)
Box to Polygon (Using GrabCut)
Full Image Tags (.ml5 js Userscript Example)
Face landmark detection (Userscript Example)
Face Detection (Userscript Example)
Generic Watcher Example
Duplicate Detection Example
Duplicate Detection Specific Class
Warn if a specific class is missing
Interactions & Events
create_instance
Script Functions
create_box
create_polygon
get_roi_canvas_from_instance
get_new_canvas (Image/Frame)
get_metadata
show_snackbar
Userscript Data Primitives
Userscript Interface Primitives
Editing Scripts
Accessing Media
Editor Errors & Logging
Performance (userscripts)
Getting Scripts to Annotators
Dependencies
Fix: CORS policy: No 'Access-Control-Allow-Origin' header is present on the requested resource.
Reporting
Reporting
Reporting Introduction
Report Concepts
Report Generator
Double Group By Report
Notifications & Webhooks
Setting Up Email Notifications
Setting Up Webhooks
Setup Email SMTP Provider
Connections & Integrations
Connections Introduction
New Connection
Amazon Web Services (AWS) Connection
Google (GCP) Connection Requirements
Azure Connection
MinIO
Custom URL Signer
Teams & Collaboration
Role Based Access Control
Permalink - Deep Linking
Issues
Catalog
Catalog
Access Data - Queries Overview
Compare Model Results
Query Syntax Reference
Datasets Introduction
Viewing Files - File Management
Moving, Copying, and Adding Files to Datasets
Delete Files
SDK Methods
Directory (Dataset)
new()
list_files()
get()
add()
set_directory_by_name()
slice()
to_tensorflow()
to_pytorch()
Job New SDK
Job Launch Logs
Files
update()
Diffgram Python SDK
File3D
add_point()
upload()
Schema (SDK) Methods
Unsupported API method with SDK
Task Template (Job) SDK
Compound File
from_dict
update_all
remove_child_file
add_child_from_local
Security
Security Policies
Organizational Security
Software Production Security
Open Source Security
Identity
Cloud Security
Access Security
Vendor and Risk Management
Compliance
Security Advisories
Reporting a Vulnerability
Login, Magic Login and Password
2 Factor Authentication (2FA)
Setting Keycloak on Diffgram
Setting AWS Cognito on Diffgram
Custom Roles Management
Diffgram Default Roles
User Permissions
Setting Super Admin Users
Embedded
Development System
Baseline
Frameworks
Components
Specification
Embed
React Embedded Sample
Misc
Glossary List
Project Shutdown
Project Settings Navigation
Training Data Tutorials
Hiring
Diffgram Hiring Process
Intro Call 101
Remote Meeting Quality
Technical Interview Success - System Design
Why Join the Diffgram Core Team?
Developer Docs
Developer Docs
Storybook
Events
Data_Tools
create_resumable_upload_session()
transmit_chunk_of_resumable_upload()
download_from_cloud_to_local_file
upload_to_cloud_storage()
upload_from_string()
download_bytes()
download_from_cloud_to_local_file()
get_image()
build_secure_url()
get_string_from_blob()
rebuild_secure_urls_image()
CanvasMouseTools
zoom_to_point()
pan_x()
pan_y()
mouse_transform()
reset_transform_with_global_scale(0
perform_zoom_delta()
zoom_wheel()
auto_align_borders_on_zoom_out
Process Media Designs
PrioritizedItem
Remote Queue - start_queue_check_loop
Remote Queue - check_if_add_items_to_queue
add_item_to_queue
Process Media - Local Worker Queues
download_from_url (Process Media)
process_media_queue_getter
Front-end unit testing
Backend Introduction
Command pattern
Walrus
Frontend Success and Error Handling
canvas_scale_global()
Workflows
Action Workflows Introduction
Zero Shot Classification (Hugging Face)
JSON Export
Human Tasks
Deepchecks Image Properties Outliers
Vertex AI: Train model
Workflows for developers
Developing your Custom Actions
Actions Base Classes Reference
ActionRunner
ActionCompleteCondition
ActionCondition
ActionTrigger
Competition
Best AI Datastore Alternatives
Best V7 Labs Alternative is Diffgram
Best Super Annotate alternative is Diffgram
The Best Labelbox Alternative is Diffgram
The Best Label Studio Alternative is Diffgram
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