Skip to main content

Python client for Kili Technology labeling tool

Project description

# Image and Text Annotation Tool - Kili Playground

[![Python 3.7](https://img.shields.io/badge/python-3.7-blue.svg)](https://www.python.org/downloads/release/python-370/) [![Build Status](https://travis-ci.org/kili-technology/kili-playground.svg?branch=master)](https://travis-ci.org/kili-technology/kili-playground)

## What is Kili Technology?

Kili Technology is an image, text and voice data annotation tool designed to help companies deploy machine learning applications faster. In a few minutes you can start annotating your data thanks to a catalogue of intuitive and configurable interfaces. You can easily accelerate the labeling process by connecting one of your models to pre annotate the data. The work of the annotators is 2 to 5 times faster. Kili Technology facilitates collaboration between technical teams and the business, but also with outsourced annotation companies. Data governance is managed, and production quality control is facilitated. Kili Technology meets the needs of small teams as well as those of large companies with massive stakes.

Kili Technology allows you to:

  • Quickly annotate text, images, video, audio thanks to simple and intuitive interfaces

  • Easily ingest data, in drag & drop, from your cloud provider, or while keeping your data On Premise, when necessary.

  • Manage participants, roles and responsibilities

  • Monitor production quality using leading indicators and workflows for production monitoring and data quality validation

  • Easily export the produced data

### Text annotation example

![](./recipes/img/relations-extraction.png)

### Image annotation example

![](./recipes/img/classification_nested.png)

### Video annotation example

![](./recipes/img/video_nested.png)

## What is Kili Playground ?

Kili Playground is a Python client wrapping the GraphQL API of Kili Technology. It allows data scientists and developers to control Kili Technology from an IDE.

## Installation

  • Clone the repository and install with pip

`bash pip install kili `

## Get started

`python from kili.authentication import KiliAuth from kili.playground import Playground kauth = KiliAuth(email, password) playground = Playground(kauth) `

Here are [some recipes](/recipes/). Among them:

If you want more details on what you can do with the API, follow the [technical documentation](https://cloud.kili-technology.com/docs/python-graphql-api/python-api).

Release history Release notifications | RSS feed

This version

2.0.9

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

kili-2.0.9.tar.gz (23.4 kB view hashes)

Uploaded Source

Built Distribution

kili-2.0.9-py2-none-any.whl (71.9 kB view hashes)

Uploaded Python 2

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page