CVAT vs Encord

Level up your AI data curation & labeling

Join the teams leaving CVAT behind to switch to Encord’s end-to-end data curation and annotation platform. Efficiently create high quality training data to improve AI model performance at scale without compromising speed or security.

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Iterative Health
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Supporting your annotation needs

Efficiently label any computer vision modality across image, video, DICOM, or geospatial data and choose from a variety of tools to meet your annotation needs.

Object Tracking Asset

Object tracking

Multi-view annotation

Related objects

Rotatable bounding boxes

Semantic segmentation

Audio

Panoptic segmentation

Optical character recognition

LIGHTNING FAST

Get labeled training data 10x faster

Label multimodal data – image, video, audio, document, text and DICOM files – all on one platform.

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Seamless collaboration

Create fully customized, automated ML pipelines to improve the efficiency and quality of your annotation workforce.

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Master complexity with ontologies

Create multiple nested classifications with advanced labeling ontologies to establish a more accurate Ground Truth.

Frame synchronization with object tracking

Achieve consistent annotations through object tracking to ensure continunity from frame to frame amidst movement, directional changes and shifts in background.

Model-assisted labeling with SAM 2

Integrate SOTA models or your own models directly into your video annotation workflow to automate pre-labeling.

Agents Asset

Automatically pre-label data with Agents

Integrate SOTA models such as GPT4o, Gemini Pro 1.5 and more into data workflows to automate and accelerate document annotation processes.

Manage, curate, annotate and evaluate your data on one platform

Unify multiple data management tools to one platform for more efficient data development workflows driving improved AI model performance at lower cost.

Manage & Curate

Annotate & Review

Evaluate & Monitor

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.

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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.

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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.

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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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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.

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Victor Riparbelli

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

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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
Integration Asset

Integration

Integrate seamlessly

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

Security

Security

Built with security in mind

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