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Introduction to Kili Technology

  • Introduction to Kili Technology
  • Kili Technology allows
  • Compatible browser

Getting Started

  • Getting started with Kili - Classification

Hosting

  • SaaS
  • On-Premise Data
  • On-Premise Entreprise

Concepts

  • Definitions
  • Status Lifecycle
  • Architecture

Users and roles

  • Roles by project
  • Users
  • Users and roles management

Projects

  • Audit labelers
  • Customize interface
  • Dataset
  • New project
  • Project overview
  • Projects
  • Projects list
  • Settings
  • Shortcuts

Image interfaces

  • Bounding Box
  • Classification
  • Point
  • Polygon
  • Polyline
  • Segmentation
  • Simple and intuitive interfaces

Text & PDF interfaces

  • Classification
  • Image transcription / OCR
  • Named entities recognition
  • Relations extraction

Video interfaces

  • Classification
  • Multi-frames classification
  • Multi-frames object detection
  • Transcription

Audio interfaces

  • Voice transcription / Speech to text

Data ingestion

  • Data ingestion made easy
  • Load data from a workstation
  • Load data from a public cloud
  • Data on premise or on private cloud
  • How to generate non-expiring signed URLs on AWS

Quality management

  • Consensus
  • Honeypot or Gold Standard
  • Instructions
  • Quality KPIs
  • Quality management
  • Questions and Issues
  • Review Process
  • Workload distribution

Automation

  • Human in the loop
  • Model based preannotation
  • Online learning
  • Queue prioritisation

Data export

  • Data export
  • Data format
  • Example

Python - GraphQL API

  • GraphQL API
  • Python API

Code snippets

  • Authentication
  • Create a Honeypot
  • Create a user
  • Creating Consensus
  • Delete the data
  • Export data
  • Export labels
  • Import data
  • Import labels
  • Prioritize assets
  • See the Consensus of an annotation
  • See the Honeypot of an annotation
  • Throttling

Recipes

  • AutoML for faster labeling with Kili Technology
  • Create a project
  • Exporting a training set
  • Importing medical data into a frame project
  • Importing assets
  • Import rich-text assets
  • Importing predictions
  • Reading and uploading dicom image data
  • How to query using the API
  • Labelled Image Data & Transfer Learning
  • Webhooks

Change log

  • Change log

See the Consensus of an annotation

Prerequisites

Authenticate in python (see Authenticate) or in Node (see Authenticate):

See the Consensus of an annotation

First of all, the consensus calculation must be forced using:

kili.force_project_kpis(projet_id)

Then, consensus is an attribute of the Asset object. We can therefore use the export functions of the Assets to retrieve it:

kili.assets(project_id='d9729feb74992cc3482b350163a1a010', fields=['id', 'consensusMark'])

kili.assets(project_id=projet_id, external_id_contains=[external_id], fields=['externalId', 'consensusMark'])
← Prioritize assetsSee the Honeypot of an annotation →
  • Prerequisites
  • See the Consensus of an annotation