Multimodal Data Annotation Tool & Curation Platform | Encord

MULTIMODAL AI

One platform, multimodal possibilities

Encord enables AI teams everywhere to manage, curate and annotate multimodal data such as image, video, DICOM, document, text, and audio files without compromising speed or security.

Trusted by pioneering AI Teams

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Tractable logo
Captions logo
Mayo Clinic logo
Synthesia logo
Woven by TOYOTA logo
AXA logo
Philips logo
Voxel Logo
Cedars Sinai logo
Iterative Health Logo
Stanford Medicine logo
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Data managment and curation

Search billions of multimodal files in seconds

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Unify fragmented multimodal datasets in minutes

Effortlessly upload large datasets including images, videos, audio files, PDFs and DICOM files to Encord using the Encord SDK or general interface.

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Understand unstructured data instantly

Organize large complex datasets with ease using granular metadata and attribute filtering as well as embeddings-based and natural language search capabilities.

USE CASES

Multimodal data annotation simplified for any use case

Leverage multimodal context to achieve high-quality data annotation at scale. Customize the label editor layout to suit any data labeling workflow.

Analyze multiple videos asset

Analyze multiple videos showing the same event

Multimodal healthcare use case asset

Label and analyze DICOM files and PDF reports

multimodal audio use case

Compare speech audio data and text transcripts

pdf extraction asset

Assess PDF text extraction

RLHF workflows

Set up Reinforcement Learning Human Feedback

Label documents, images and videos together asset

Label documents, images and videos together

model integration

Customize multimodal data workflows with Encord Agents

Integrate SOTA models or your own models directly into your data workflows to automate any data reviews, pre-labeling, data classification, filtering and more.

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Accurately label computer vision, audio, text and medical data

Multimodal annotation

Multimodal data annotation in one view

Customize annotation layouts to enable any multimodal data labeling workflow. Leverage multimodal context to achieve high-quality training data at scale.

Image annotation

Combine human precision with AI-assisted image annotation

Label any image accurately using range of annotation tooling including bounding boxes, polylines, polygons, object primitives, keypoints and bitmasks. Use SAM 2 natively within Encord to accurately detect, segment and classify objects within images 10x faster.

Video annotation

Label videos 6x faster with video native annotation

Preserve temporal context and avoid frame synchronization issues by eliminating frame splitting with a video-native annotation platform. Automatically segment and track objects using SAM 2.

Audio annotation

Label complex audio files using flexible ontologies

Use multi-channel annotation, nested ontologies and customizable attribute classes to label complex audio files with extreme precision down to the millisecond.

DICOM & NifTI annotation

Boost medical data annotation accuracy

Streamline medical imaging AI workflows with 3D annotations for enhanced accuracy and multi-plane views for comprehensive annotation.

Documents & Text annotation

Label documents faster with multimodal context

Flexibly label text data using intuitive text highlight tooling as well as bounding boxes for multimodal content within documents and text files.

HTML annotation

Natively render and label HTML webpages

Use intuitive text highlighting and file classification to label HTML files with ease.

SAR annotation

Automate SAR annotation with pixel-perfect, AI-assisted labeling

Use polygons, polylines, object primitives and more to annotate SAR data accurately with ease.

ECG annotation

Annotate ECG waveforms collaboratively

Accurately annotate rendered ECG with a PACS-style interface and use nested ontologies to capture detail.

Testimonial

Supporting leading AI teams

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Prajwal Kotamraju

We now have an integrated, one-stop solution where we can manage our data and also understand our model performance to create feedback mechanisms to improve data and models.

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Dr. James Ryan Mason

Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a case with 100 slices, annotators only have to label about 30 images.

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Markus Kittel

Encord made it very easy to centrally keep track of annotations, including who had made them and who had reviewed them. It also has this great interpolation tool which was especially useful.

avatar
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Camilla Gilrchrist

It’s always about balancing speed and quality. A lot of platforms prioritize speed over quality or quality over speed. Encord speeds up annotation while still allowing for strong quality control.

avatar
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Maayan Gerbi

Encord’s robust support system has been remarkable. Whenever questions or issues come up, they are always supportive and helpful. This ensures that our workflows remain uninterrupted.

avatar
avatar
Anurag Kanungo

We went through a bunch of vendors and one of the things that stood out about Encord was the video first support, which other vendors do not have.

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avatar
Margaux Masson-Forsythe

Getting started with Encord and integrating it into our workflow was really fast. The thing that I find the most valuable is the flexibility of how we can integrate the Encord pipeline into our own pipeline.

avatar
avatar
Victor Riparbelli

Encord Index is a high-performance system for our AI data, enabling us to sort and search at any level of complexity.

avatar
avatar
Kit Merker

Before using Encord, it was challenging to see all the data, projects, and annotations in one place. Now, with Encord I feel like we have a much clearer understanding of everything that's happening.

avatar
avatar
Prajwal Kotamraju

We now have an integrated, one-stop solution where we can manage our data and also understand our model performance to create feedback mechanisms to improve data and models.

avatar
avatar
Dr. James Ryan Mason

Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a case with 100 slices, annotators only have to label about 30 images.

avatar
avatar
Markus Kittel

Encord made it very easy to centrally keep track of annotations, including who had made them and who had reviewed them. It also has this great interpolation tool which was especially useful.

avatar
avatar
Camilla Gilrchrist

It’s always about balancing speed and quality. A lot of platforms prioritize speed over quality or quality over speed. Encord speeds up annotation while still allowing for strong quality control.

avatar
avatar
Maayan Gerbi

Encord’s robust support system has been remarkable. Whenever questions or issues come up, they are always supportive and helpful. This ensures that our workflows remain uninterrupted.

avatar
avatar
Anurag Kanungo

We went through a bunch of vendors and one of the things that stood out about Encord was the video first support, which other vendors do not have.

avatar
avatar
Margaux Masson-Forsythe

Getting started with Encord and integrating it into our workflow was really fast. The thing that I find the most valuable is the flexibility of how we can integrate the Encord pipeline into our own pipeline.

avatar
avatar
Victor Riparbelli

Encord Index is a high-performance system for our AI data, enabling us to sort and search at any level of complexity.

avatar
avatar
Kit Merker

Before using Encord, it was challenging to see all the data, projects, and annotations in one place. Now, with Encord I feel like we have a much clearer understanding of everything that's happening.

avatar
avatar
Prajwal Kotamraju

We now have an integrated, one-stop solution where we can manage our data and also understand our model performance to create feedback mechanisms to improve data and models.

avatar
avatar
Dr. James Ryan Mason

Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a case with 100 slices, annotators only have to label about 30 images.

avatar
avatar
Markus Kittel

Encord made it very easy to centrally keep track of annotations, including who had made them and who had reviewed them. It also has this great interpolation tool which was especially useful.

avatar
avatar
Camilla Gilrchrist

It’s always about balancing speed and quality. A lot of platforms prioritize speed over quality or quality over speed. Encord speeds up annotation while still allowing for strong quality control.

avatar
avatar
Maayan Gerbi

Encord’s robust support system has been remarkable. Whenever questions or issues come up, they are always supportive and helpful. This ensures that our workflows remain uninterrupted.

avatar
avatar
Anurag Kanungo

We went through a bunch of vendors and one of the things that stood out about Encord was the video first support, which other vendors do not have.

avatar
avatar
Margaux Masson-Forsythe

Getting started with Encord and integrating it into our workflow was really fast. The thing that I find the most valuable is the flexibility of how we can integrate the Encord pipeline into our own pipeline.

avatar
avatar
Victor Riparbelli

Encord Index is a high-performance system for our AI data, enabling us to sort and search at any level of complexity.

avatar
avatar
Kit Merker

Before using Encord, it was challenging to see all the data, projects, and annotations in one place. Now, with Encord I feel like we have a much clearer understanding of everything that's happening.

avatar
avatar
Prajwal Kotamraju

We now have an integrated, one-stop solution where we can manage our data and also understand our model performance to create feedback mechanisms to improve data and models.

avatar
avatar
Dr. James Ryan Mason

Encord’s DICOM annotation tool captures the shape of the pathology, interpolating the label on the slices the annotators skipped. In a case with 100 slices, annotators only have to label about 30 images.

avatar
avatar
Markus Kittel

Encord made it very easy to centrally keep track of annotations, including who had made them and who had reviewed them. It also has this great interpolation tool which was especially useful.

avatar
avatar
Camilla Gilrchrist

It’s always about balancing speed and quality. A lot of platforms prioritize speed over quality or quality over speed. Encord speeds up annotation while still allowing for strong quality control.

avatar
avatar
Maayan Gerbi

Encord’s robust support system has been remarkable. Whenever questions or issues come up, they are always supportive and helpful. This ensures that our workflows remain uninterrupted.

avatar
avatar
Anurag Kanungo

We went through a bunch of vendors and one of the things that stood out about Encord was the video first support, which other vendors do not have.

avatar
avatar
Margaux Masson-Forsythe

Getting started with Encord and integrating it into our workflow was really fast. The thing that I find the most valuable is the flexibility of how we can integrate the Encord pipeline into our own pipeline.

avatar
avatar
Victor Riparbelli

Encord Index is a high-performance system for our AI data, enabling us to sort and search at any level of complexity.

avatar
avatar
Kit Merker

Before using Encord, it was challenging to see all the data, projects, and annotations in one place. Now, with Encord I feel like we have a much clearer understanding of everything that's happening.

avatar
Integrate seamlessly with your toolstack

Integration

Integrate seamlessly

Connect your secure cloud storage, MLOps tools, and much more with dedicated integrations that slot seamlessly into your workflows.

Built with security

Security

Built with security in mind

Encord is SOC2, HIPAA, and GDPR compliant with robust security and encryption standards.

API/SDK asset

API/SDK

Developer-friendly for easy access

Leverage our API/SDK to programatically access projects, datasets & labels within the platform via API.

Take control of your ML pipeline with Encord

Forget fragmented workflows, annotation tools, and Notebooks for building AI applications. Encord's Data Development platform accelerates every step of taking your model into production.