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Introduction to Kili Technology
<!DOCTYPE html><html lang="en" style="" data-color-mode="light" class=" useReactApp "><head><script src="https://cdn.readme.io/public/js/force-firefox-anchor-jump.js?1732290089794"></script><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="readme-deploy" content="5.235.0"><meta name="readme-subdomain" content="kili"><meta name="readme-version" content="2.164.0"><title>Introduction to Kili Technology</title><meta name="description" content="Data quality is a complex issue. And Kili's here to help. Kili Technology is a tool for creating high-quality annotations on Images, Videos, PDFs, and Text. Any company aiming to build and deploy machine learning models using unstructured data can leverage Kili to address the labeling challenge. Tha..."><meta property="og:title" content="Introduction to Kili Technology"><meta property="og:description" content="Data quality is a complex issue. And Kili's here to help. Kili Technology is a tool for creating high-quality annotations on Images, Videos, PDFs, and Text. Any company aiming to build and deploy machine learning models using unstructured data can leverage Kili to address the labeling challenge. Tha..."><meta property="og:site_name" content="Kili Docs"><meta name="twitter:title" content="Introduction to Kili Technology"><meta name="twitter:description" content="Data quality is a complex issue. And Kili's here to help. Kili Technology is a tool for creating high-quality annotations on Images, Videos, PDFs, and Text. Any company aiming to build and deploy machine learning models using unstructured data can leverage Kili to address the labeling challenge. 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class="Sidebar-link-text_label1gCT_uPnx7Gu">Projects list</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/queue-page"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Asset queue page</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/explore-view"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Explore view</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/analytics-page"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Analytics page</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/settings-page"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Settings page</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/creating-a-new-project"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Creating a new project</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/managing-assets"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Managing assets" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Managing assets</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/adding-assets-to-project"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Adding assets to project</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/adding-asset-metadata"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Adding asset metadata</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.kili-technology.com/docs/queue-prioritization#assigning-assets-to-specific-labelers"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Assigning assets to labelers</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.kili-technology.com/docs/queue-prioritization#prioritizing-assets"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Prioritizing assets</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.kili-technology.com/reference/asset-statuses-throughout-an-asset-lifecycle"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Asset lifecycle</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/generating-non-expiring-signed-urls-on-aws"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Generating non-expiring signed URLs on AWS</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/creating-an-azure-blob-storage-integration"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Creating an Azure Blob Storage integration</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/creating-an-amazon-web-storage-integration"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Creating an AWS S3 integration</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/creating-an-s3-compatible-integration"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Creating an S3-Compatible integration</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/creating-a-gcp-cloud-storage-integration"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Creating a GCP Cloud Storage integration</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/filtering-assets-from-cloud-storage"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Filtering assets from cloud storage</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/restricting-an-integration-to-specific-projects"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Restricting an integration to specific projects</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/deleting-assets"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Deleting assets</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/managing-project-members"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Managing project members</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/customizing-project-interface"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Customizing project interface" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Customizing project interface</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/best-practices-for-ontology-design"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Best practices for ontology design</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/customizing-the-interface-in-kili-ui"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Customizing the interface in Kili UI</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/customizing-the-interface-through-json-settings"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Customizing the interface through JSON settings</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/organizing-projects"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Organizing projects</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/exporting-project-data"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Exporting project data" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Exporting project data</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/data-format"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Kili data format</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/yolo-formats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">YOLO formats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/pascal-voc-format"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">PASCAL VOC format</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.kili-technology.com/docs/analytics-page"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Accessing project analytics</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/deleting-a-project"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Deleting or archiving a project</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Automation</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/model-based-pre-annotation"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Model-based pre-annotation</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/importing-labels"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Importing labels</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/active-learning"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Active learning</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/pre-annotation-with-chatgpt"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Pre-annotation with ChatGPT</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.kili-technology.com/docs/semantic-segmentation#interactive-segmentation"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Segmentation with SAM</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">PLUGINS</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/kili-plugins"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Kili plugins</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://python-sdk-docs.kili-technology.com/latest/sdk/tutorials/plugins_development/"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">How to develop plugins</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Quality management</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/best-practices-for-quality-workflow"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Best practices for quality workflow</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/adding-instructions"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Adding instructions</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/handling-questions-and-issues"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Handling questions and issues</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/queue-prioritization"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Queue prioritization</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/reviewing-labeled-assets"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Reviewing labeled assets" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Reviewing labeled assets</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/review-queue-automation"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Review queue automation</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/filtering-assets-through-custom-search-queries"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Filtering assets through custom search queries</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/consensus-overview"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Consensus overview" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Consensus overview</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/how-to-use-consensus"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">How to use consensus in your project</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/honeypot-overview"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Honeypot overview" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Honeypot overview</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/how-to-use-honeypot"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">How to use honeypot in your project</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/calculation-rules-for-quality-metrics"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Calculation rules for quality metrics</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.kili-technology.com/docs/kili-plugins#programmatic-qa"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Programmatic QA</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Users and roles</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/users-and-roles"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Users and roles</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/user-roles-in-organization"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">User roles in organization</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/user-roles-in-projects"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">User roles in projects</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/managing-members-of-an-organization"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Managing members of an organization</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.kili-technology.com/docs/managing-project-members"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Managing members in projects</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Labeling</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/labeling-overview"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Labeling overview</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/best-practices-for-labeling"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Best practices for labeling</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/adjusting-your-labeling-environment"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Adjusting your labeling environment</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/monitoring-annotation-complexity"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Monitoring annotation complexity</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/changing-and-updating-labels"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Changing and editing annotations</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/asking-questions"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Asking questions</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/labeling-jobs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Labeling jobs" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Labeling jobs</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/classification-jobs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Classification jobs</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/objectentity-detection-jobs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Object/entity detection jobs</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/objectentity-relation-jobs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Object/entity relation jobs</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/transcription-jobs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Transcription jobs</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/specific-labeling-tools-and-interfaces"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Specific labeling tools and interfaces" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Specific labeling tools and interfaces</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/bounding-box-tool"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Using the bounding box tool</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/optical-character-recognition"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Using optical character recognition</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/named-entities-recognition"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Using named entities recognition</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/named-entity-relations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Using named entitity relations</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/pose-estimation"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Using pose estimation</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/semantic-segmentation"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Using semantic segmentation</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/labeling-video-assets"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Labeling video assets</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/geospatialtiled-imagery"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Labeling geospatial imagery</span></span></a></li></ul></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Kili API</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/kili-api"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Kili API Overview</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/creating-an-api-key"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Creating an API key</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/using-graphql-playground-to-query-data"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Using GraphQL Playground to query data</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.kili-technology.com/reference/graphql-api"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">GraphQL API reference</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://python-sdk-docs.kili-technology.com/"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Python SDK reference</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" rel="noopener" target="_blank" data-active="" href="https://python-sdk-docs.kili-technology.com/latest/tutorials/"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Python SDK tutorials</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://python-sdk-docs.kili-technology.com/latest/cli/"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">CLI reference</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Troubleshooting</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/faq"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Frequently asked questions</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/troubleshooting-network-issues"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Troubleshooting network issues</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">TERMS OF SERVICE</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/terms-and-conditions"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Terms and conditions</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/acceptable-use-policy"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Acceptable Use Policy</span></span></a></li></ul></section></div></nav><article class="rm-Article " id="content"><header id="content-head"><div class="row clearfix"><div class="col-xs-9"><h1>Introduction to Kili Technology</h1></div><div class="col-xs-3"><a class="suggestEdits" rel="nofollow" href="/edit/introduction-to-kili-technology"><i aria-hidden="true" class="icon icon-edit"></i> Suggest Edits</a></div></div></header><div class="grid-container-fluid" id="content-container"><section class="content-body grid-75"><div dehydrated="<p>Data quality is a complex issue. And Kili&#x27;s here to help.</p> <p>Kili Technology is a tool for creating high-quality annotations on Images, Videos, PDFs, and Text. Any company aiming to build and deploy machine learning models using unstructured data can leverage Kili to address the labeling challenge.</p> <p>Thanks to our catalog of intuitive and configurable interfaces, you can start annotating your data in a matter of minutes. What&#x27;s more, you can further speed up the labeling process by connecting one of your models to Kili to pre-annotate the data, thus making the work of annotators from two to ten times faster.</p> <p>Kili guarantees low-error datasets by letting you quickly identify the data that matters, enabling you to pinpoint the areas to focus on during the labeling phase and then find and fix any issues. Our state-of-the-art quality metrics will let you spot anomalies in no time and then solve errors by harnessing the power of our powerful workflows.</p> <p>Kili facilitates collaboration between technical and business teams, as well as outsourcing annotation companies. Doesn&#x27;t matter if you&#x27;re a small team or a large company with massive stakes; Kili is designed to meet the needs of all businesses.</p> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="how-kili-can-help-you"></div><div class="heading-text"><div id="section-how-kili-can-help-you" class="heading-anchor_backwardsCompatibility"></div>How Kili can help you</div><a aria-label="Skip link to How Kili can help you" class="heading-anchor-icon fa fa-anchor" href="#how-kili-can-help-you"></a></h2> <p>Create training datasets quickly</p> <ul> <li>Create <a href="/docs/customizing-project-interface" target="" title="" class="doc-link" data-sidebar="customizing-project-interface">customized interfaces</a></li> <li><a href="/docs/queue-prioritization#assigning-assets-to-specific-labelers" target="" title="" class="doc-link" data-sidebar="queue-prioritization#assigning-assets-to-specific-labelers">Assign assets</a> to specific labelers and add validation rules</li> <li>Activate <a href="/docs/semantic-segmentation#interactive-segmentation" target="" title="" class="doc-link" data-sidebar="semantic-segmentation#interactive-segmentation">interactive segmentation</a> and <a href="/docs/labeling-video-assets#creating-annotations" target="" title="" class="doc-link" data-sidebar="labeling-video-assets#creating-annotations">tracking</a> to accelerate labeling</li> <li>Leverage your own-model predictions to <a href="/docs/model-based-pre-annotation" target="" title="" class="doc-link" data-sidebar="model-based-pre-annotation">pre-label</a></li> <li>Diagnose productivity with <a href="/docs/analytics-page" target="" title="" class="doc-link" data-sidebar="analytics-page">analytics</a></li> </ul> <p>Explore and fix annotation errors</p> <ul> <li>Use advanced <a href="/docs/best-practices-for-quality-workflow" target="" title="" class="doc-link" data-sidebar="best-practices-for-quality-workflow">quality metrics</a> to get insights on quality problems</li> <li><a href="/docs/reviewing-labeled-assets" target="" title="" class="doc-link" data-sidebar="reviewing-labeled-assets">Focus review</a> on data that matters</li> <li>Let reviewers <a href="/docs/reviewing-labeled-assets#sending-assets-back-to-labeling" target="" title="" class="doc-link" data-sidebar="reviewing-labeled-assets#sending-assets-back-to-labeling">create and track issues</a> at the finest object level</li> <li>Simplify advanced <a href="/docs/creating-a-new-project" target="" title="" class="doc-link" data-sidebar="creating-a-new-project">collaboration workflows</a></li> <li><a href="/docs/explore-view" target="" title="" class="doc-link" data-sidebar="explore-view">Explore datasets</a> and identify the data that matters to improve the model’s performance</li> </ul> <p>Simplify your LabelingOps</p> <ul> <li>Directly integrate <a href="/docs/adding-assets-to-project#adding-assets-located-in-remote-storage-integration" target="" title="" class="doc-link" data-sidebar="adding-assets-to-project#adding-assets-located-in-remote-storage-integration">Amazon, Google, and Microsoft cloud storage</a></li> <li><a href="/docs/exporting-project-data" target="" title="" class="doc-link" data-sidebar="exporting-project-data">Export</a> versioned data directly in the format of your model</li> <li>Ease access rights management with <a href="/docs/user-roles-in-projects" target="" title="" class="doc-link" data-sidebar="user-roles-in-projects">predefined roles</a></li> <li>Leverage <a href="/docs/kili-api" target="" title="" class="doc-link" data-sidebar="kili-api">Kili API</a> and <a href="https://python-sdk-docs.kili-technology.com/latest/" target="" title="">Python SDK</a> to connect any ML stack</li> <li>Use <a href="/docs/python-sdk-tutorials#using-webhooks" target="" title="" class="doc-link" data-sidebar="python-sdk-tutorials#using-webhooks">webhooks</a> and <a href="/docs/kili-plugins" target="" title="" class="doc-link" data-sidebar="kili-plugins">plugins</a> to automate your MLOps infrastructure</li> </ul> <p><span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/cfd616a-intro-to-kili-final.svg" align="" caption="" height="auto" title="" width="auto"/></span></span></p> <p><span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/c9b3dcc-kili-data-source-agnostic.svg" align="" caption="" height="auto" title="" width="auto"/></span></span></p> <br/> <p><span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/3210692-kili-model-agnostic.svg" align="" caption="" height="auto" title="" width="auto"/></span></span></p> <br/> <p><span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/5bc63e1-kili-deployment-agnostic.svg" align="" caption="" height="auto" title="" width="auto"/></span></span></p>" style="margin-left:31px" class="rm-Markdown markdown-body rm-Markdown markdown-body ng-non-bindable" data-testid="RDMD"><p>Data quality is a complex issue. And Kili's here to help.</p> <p>Kili Technology is a tool for creating high-quality annotations on Images, Videos, PDFs, and Text. Any company aiming to build and deploy machine learning models using unstructured data can leverage Kili to address the labeling challenge.</p> <p>Thanks to our catalog of intuitive and configurable interfaces, you can start annotating your data in a matter of minutes. What's more, you can further speed up the labeling process by connecting one of your models to Kili to pre-annotate the data, thus making the work of annotators from two to ten times faster.</p> <p>Kili guarantees low-error datasets by letting you quickly identify the data that matters, enabling you to pinpoint the areas to focus on during the labeling phase and then find and fix any issues. Our state-of-the-art quality metrics will let you spot anomalies in no time and then solve errors by harnessing the power of our powerful workflows.</p> <p>Kili facilitates collaboration between technical and business teams, as well as outsourcing annotation companies. Doesn't matter if you're a small team or a large company with massive stakes; Kili is designed to meet the needs of all businesses.</p> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="how-kili-can-help-you"></div><div class="heading-text"><div id="section-how-kili-can-help-you" class="heading-anchor_backwardsCompatibility"></div>How Kili can help you</div><a aria-label="Skip link to How Kili can help you" class="heading-anchor-icon fa fa-anchor" href="#how-kili-can-help-you"></a></h2> <p>Create training datasets quickly</p> <ul> <li>Create <a target="_self" href="/docs/customizing-project-interface">customized interfaces</a></li> <li><a target="_self" href="/docs/queue-prioritization#assigning-assets-to-specific-labelers">Assign assets</a> to specific labelers and add validation rules</li> <li>Activate <a target="_self" href="/docs/semantic-segmentation#interactive-segmentation">interactive segmentation</a> and <a target="_self" href="/docs/labeling-video-assets#creating-annotations">tracking</a> to accelerate labeling</li> <li>Leverage your own-model predictions to <a target="_self" href="/docs/model-based-pre-annotation">pre-label</a></li> <li>Diagnose productivity with <a target="_self" href="/docs/analytics-page">analytics</a></li> </ul> <p>Explore and fix annotation errors</p> <ul> <li>Use advanced <a target="_self" href="/docs/best-practices-for-quality-workflow">quality metrics</a> to get insights on quality problems</li> <li><a target="_self" href="/docs/reviewing-labeled-assets">Focus review</a> on data that matters</li> <li>Let reviewers <a target="_self" href="/docs/reviewing-labeled-assets#sending-assets-back-to-labeling">create and track issues</a> at the finest object level</li> <li>Simplify advanced <a target="_self" href="/docs/creating-a-new-project">collaboration workflows</a></li> <li><a target="_self" href="/docs/explore-view">Explore datasets</a> and identify the data that matters to improve the model’s performance</li> </ul> <p>Simplify your LabelingOps</p> <ul> <li>Directly integrate <a target="_self" href="/docs/adding-assets-to-project#adding-assets-located-in-remote-storage-integration">Amazon, Google, and Microsoft cloud storage</a></li> <li><a target="_self" href="/docs/exporting-project-data">Export</a> versioned data directly in the format of your model</li> <li>Ease access rights management with <a target="_self" href="/docs/user-roles-in-projects">predefined roles</a></li> <li>Leverage <a target="_self" href="/docs/kili-api">Kili API</a> and <a target="_self" href="https://python-sdk-docs.kili-technology.com/latest/">Python SDK</a> to connect any ML stack</li> <li>Use <a target="_self" href="/docs/python-sdk-tutorials#using-webhooks">webhooks</a> and <a target="_self" href="/docs/kili-plugins">plugins</a> to automate your MLOps infrastructure</li> </ul> <p><span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/cfd616a-intro-to-kili-final.svg" align="" caption="" height="auto" title="" width="auto"/></span></span></p> <p><span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/c9b3dcc-kili-data-source-agnostic.svg" align="" caption="" height="auto" title="" width="auto"/></span></span></p> <br/> <p><span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/3210692-kili-model-agnostic.svg" align="" caption="" height="auto" title="" width="auto"/></span></span></p> <br/> <p><span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/5bc63e1-kili-deployment-agnostic.svg" align="" caption="" height="auto" title="" width="auto"/></span></span></p></div><div class="UpdatedAt"><p class="DateLine "><i class="icon icon-watch"></i>Updated<!-- --> <!-- -->12 months ago<!-- --> </p></div><hr class="NextStepsDivider"/><nav aria-label="Pagination Controls" class="PaginationControlsjDYuqu8pBMUy rm-Pagination"></nav></section><section class="content-toc grid-25"><nav><ul class="toc-list"><li><a class="tocHeader" href="#"><i class="icon icon-text-align-left"></i>Table of Contents</a></li><li class="toc-children"><ul> <li><a href="#how-kili-can-help-you">How Kili can help you</a></li> </ul></li></ul></nav></section></div><div class="ModalWrapper" id="tutorialmodal-root"></div></article></div></main><footer aria-label="Status banner" class="AppFooter rm-Banners"></footer><div class="ModalWrapper" id="ChatGPT-modal"></div></div></div><div class="ng-non-bindable"><script id="ssr-props" 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And Kili's here to help.\n\nKili Technology is a tool for creating high-quality annotations on Images, Videos, PDFs, and Text. Any company aiming to build and deploy machine learning models using unstructured data can leverage Kili to address the labeling challenge.\n\nThanks to our catalog of intuitive and configurable interfaces, you can start annotating your data in a matter of minutes. What's more, you can further speed up the labeling process by connecting one of your models to Kili to pre-annotate the data, thus making the work of annotators from two to ten times faster.\n\nKili guarantees low-error datasets by letting you quickly identify the data that matters, enabling you to pinpoint the areas to focus on during the labeling phase and then find and fix any issues. Our state-of-the-art quality metrics will let you spot anomalies in no time and then solve errors by harnessing the power of our powerful workflows.\n\nKili facilitates collaboration between technical and business teams, as well as outsourcing annotation companies. Doesn't matter if you're a small team or a large company with massive stakes; Kili is designed to meet the needs of all businesses.\n\n## How Kili can help you\n\nCreate training datasets quickly\n\n- Create [customized interfaces](doc:customizing-project-interface)\n- [Assign assets](doc:queue-prioritization#assigning-assets-to-specific-labelers) to specific labelers and add validation rules\n- Activate [interactive segmentation](doc:semantic-segmentation#interactive-segmentation) and [tracking](doc:labeling-video-assets#creating-annotations) to accelerate labeling\n- Leverage your own-model predictions to [pre-label](doc:model-based-pre-annotation)\n- Diagnose productivity with [analytics](doc:analytics-page)\n\nExplore and fix annotation errors\n\n- Use advanced [quality metrics](doc:best-practices-for-quality-workflow) to get insights on quality problems\n- [Focus review](doc:reviewing-labeled-assets) on data that matters\n- Let reviewers [create and track issues](doc:reviewing-labeled-assets#sending-assets-back-to-labeling) at the finest object level\n- Simplify advanced [collaboration workflows](doc:creating-a-new-project)\n- [Explore datasets](doc:explore-view) and identify the data that matters to improve the model’s performance\n\nSimplify your LabelingOps\n\n- Directly integrate [Amazon, Google, and Microsoft cloud storage](doc:adding-assets-to-project#adding-assets-located-in-remote-storage-integration)\n- [Export](doc:exporting-project-data) versioned data directly in the format of your model\n- Ease access rights management with [predefined roles](doc:user-roles-in-projects)\n- Leverage [Kili API](doc:kili-api) and [Python SDK](https://python-sdk-docs.kili-technology.com/latest/) to connect any ML stack\n- Use [webhooks](doc:python-sdk-tutorials#using-webhooks) and [plugins](doc:kili-plugins) to automate your MLOps infrastructure\n\n![](https://files.readme.io/cfd616a-intro-to-kili-final.svg)\n\n![](https://files.readme.io/c9b3dcc-kili-data-source-agnostic.svg)\n\n<br>\n\n![](https://files.readme.io/3210692-kili-model-agnostic.svg)\n\n<br>\n\n![](https://files.readme.io/5bc63e1-kili-deployment-agnostic.svg)","opts":{"alwaysThrow":false,"compatibilityMode":false,"copyButtons":true,"correctnewlines":false,"markdownOptions":{"fences":true,"commonmark":true,"gfm":true,"ruleSpaces":false,"listItemIndent":"1","spacedTable":true,"paddedTable":true},"normalize":true,"lazyImages":true,"reusableContent":{"tags":{},"wrap":false},"safeMode":false,"settings":{"position":true},"theme":"light","resourceID":"673e15356dc876001ff491d5","resourceType":"page","baseUrl":"/","terms":[{"_id":"62121c0be0aa2500a72e7231","term":"parliament","definition":"Owls are generally solitary, but when seen together the group is called a 'parliament'!"}],"variables":{"user":{},"defaults":[]}},"terms":[{"_id":"62121c0be0aa2500a72e7231","term":"parliament","definition":"Owls are generally solitary, but when seen together the group is called a 'parliament'!"}],"variables":{"user":{},"defaults":[]},"mdx":false,"dehydrated":{"toc":"<nav><ul class=\"toc-list\"><li><a class=\"tocHeader\" href=\"#\"><i class=\"icon icon-text-align-left\"></i>Table of Contents</a></li><li class=\"toc-children\"><ul>\n<li><a href=\"#how-kili-can-help-you\">How Kili can help you</a></li>\n</ul></li></ul></nav>","body":"<p>Data quality is a complex issue. And Kili&#x27;s here to help.</p>\n<p>Kili Technology is a tool for creating high-quality annotations on Images, Videos, PDFs, and Text. Any company aiming to build and deploy machine learning models using unstructured data can leverage Kili to address the labeling challenge.</p>\n<p>Thanks to our catalog of intuitive and configurable interfaces, you can start annotating your data in a matter of minutes. What&#x27;s more, you can further speed up the labeling process by connecting one of your models to Kili to pre-annotate the data, thus making the work of annotators from two to ten times faster.</p>\n<p>Kili guarantees low-error datasets by letting you quickly identify the data that matters, enabling you to pinpoint the areas to focus on during the labeling phase and then find and fix any issues. Our state-of-the-art quality metrics will let you spot anomalies in no time and then solve errors by harnessing the power of our powerful workflows.</p>\n<p>Kili facilitates collaboration between technical and business teams, as well as outsourcing annotation companies. Doesn&#x27;t matter if you&#x27;re a small team or a large company with massive stakes; Kili is designed to meet the needs of all businesses.</p>\n<h2 class=\"heading heading-2 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"how-kili-can-help-you\"></div><div class=\"heading-text\"><div id=\"section-how-kili-can-help-you\" class=\"heading-anchor_backwardsCompatibility\"></div>How Kili can help you</div><a aria-label=\"Skip link to How Kili can help you\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#how-kili-can-help-you\"></a></h2>\n<p>Create training datasets quickly</p>\n<ul>\n<li>Create <a href=\"/docs/customizing-project-interface\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"customizing-project-interface\">customized interfaces</a></li>\n<li><a href=\"/docs/queue-prioritization#assigning-assets-to-specific-labelers\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"queue-prioritization#assigning-assets-to-specific-labelers\">Assign assets</a> to specific labelers and add validation rules</li>\n<li>Activate <a href=\"/docs/semantic-segmentation#interactive-segmentation\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"semantic-segmentation#interactive-segmentation\">interactive segmentation</a> and <a href=\"/docs/labeling-video-assets#creating-annotations\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"labeling-video-assets#creating-annotations\">tracking</a> to accelerate labeling</li>\n<li>Leverage your own-model predictions to <a href=\"/docs/model-based-pre-annotation\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"model-based-pre-annotation\">pre-label</a></li>\n<li>Diagnose productivity with <a href=\"/docs/analytics-page\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"analytics-page\">analytics</a></li>\n</ul>\n<p>Explore and fix annotation errors</p>\n<ul>\n<li>Use advanced <a href=\"/docs/best-practices-for-quality-workflow\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"best-practices-for-quality-workflow\">quality metrics</a> to get insights on quality problems</li>\n<li><a href=\"/docs/reviewing-labeled-assets\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"reviewing-labeled-assets\">Focus review</a> on data that matters</li>\n<li>Let reviewers <a href=\"/docs/reviewing-labeled-assets#sending-assets-back-to-labeling\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"reviewing-labeled-assets#sending-assets-back-to-labeling\">create and track issues</a> at the finest object level</li>\n<li>Simplify advanced <a href=\"/docs/creating-a-new-project\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"creating-a-new-project\">collaboration workflows</a></li>\n<li><a href=\"/docs/explore-view\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"explore-view\">Explore datasets</a> and identify the data that matters to improve the model’s performance</li>\n</ul>\n<p>Simplify your LabelingOps</p>\n<ul>\n<li>Directly integrate <a href=\"/docs/adding-assets-to-project#adding-assets-located-in-remote-storage-integration\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"adding-assets-to-project#adding-assets-located-in-remote-storage-integration\">Amazon, Google, and Microsoft cloud storage</a></li>\n<li><a href=\"/docs/exporting-project-data\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"exporting-project-data\">Export</a> versioned data directly in the format of your model</li>\n<li>Ease access rights management with <a href=\"/docs/user-roles-in-projects\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"user-roles-in-projects\">predefined roles</a></li>\n<li>Leverage <a href=\"/docs/kili-api\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"kili-api\">Kili API</a> and <a href=\"https://python-sdk-docs.kili-technology.com/latest/\" target=\"\" title=\"\">Python SDK</a> to connect any ML stack</li>\n<li>Use <a href=\"/docs/python-sdk-tutorials#using-webhooks\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"python-sdk-tutorials#using-webhooks\">webhooks</a> and <a href=\"/docs/kili-plugins\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"kili-plugins\">plugins</a> to automate your MLOps infrastructure</li>\n</ul>\n<p><span aria-label=\"\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"\" loading=\"lazy\" src=\"https://files.readme.io/cfd616a-intro-to-kili-final.svg\" align=\"\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span></p>\n<p><span aria-label=\"\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"\" loading=\"lazy\" src=\"https://files.readme.io/c9b3dcc-kili-data-source-agnostic.svg\" align=\"\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span></p>\n<br/>\n<p><span aria-label=\"\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"\" loading=\"lazy\" src=\"https://files.readme.io/3210692-kili-model-agnostic.svg\" align=\"\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span></p>\n<br/>\n<p><span aria-label=\"\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"\" loading=\"lazy\" src=\"https://files.readme.io/5bc63e1-kili-deployment-agnostic.svg\" align=\"\" caption=\"\" height=\"auto\" title=\"\" 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And Kili's here to help.\n\nKili Technology is a tool for creating high-quality annotations on Images, Videos, PDFs, and Text. Any company aiming to build and deploy machine learning models using unstructured data can leverage Kili to address the labeling challenge.\n\nThanks to our catalog of intuitive and configurable interfaces, you can start annotating your data in a matter of minutes. What's more, you can further speed up the labeling process by connecting one of your models to Kili to pre-annotate the data, thus making the work of annotators from two to ten times faster.\n\nKili guarantees low-error datasets by letting you quickly identify the data that matters, enabling you to pinpoint the areas to focus on during the labeling phase and then find and fix any issues. Our state-of-the-art quality metrics will let you spot anomalies in no time and then solve errors by harnessing the power of our powerful workflows.\n\nKili facilitates collaboration between technical and business teams, as well as outsourcing annotation companies. Doesn't matter if you're a small team or a large company with massive stakes; Kili is designed to meet the needs of all businesses.\n\n## How Kili can help you\n\nCreate training datasets quickly\n\n- Create [customized interfaces](doc:customizing-project-interface)\n- [Assign assets](doc:queue-prioritization#assigning-assets-to-specific-labelers) to specific labelers and add validation rules\n- Activate [interactive segmentation](doc:semantic-segmentation#interactive-segmentation) and [tracking](doc:labeling-video-assets#creating-annotations) to accelerate labeling\n- Leverage your own-model predictions to [pre-label](doc:model-based-pre-annotation)\n- Diagnose productivity with [analytics](doc:analytics-page)\n\nExplore and fix annotation errors\n\n- Use advanced [quality metrics](doc:best-practices-for-quality-workflow) to get insights on quality problems\n- [Focus review](doc:reviewing-labeled-assets) on data that matters\n- Let reviewers [create and track 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