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Encord Reviews & Product Details

Encord Overview

What is Encord?

Encord is the multimodal data management platform for AI. With Encord, AI teams can easily manage, curate, and label images, videos, audio, documents, text, and DICOM files on one unified platform while benefiting from AI-assisted speed and accuracy with human-in-the-loop workflows. Enrich petabytes of raw unstructured data into high-fidelity data for training, fine-tuning, and aligning AI models quickly and at scale. Curate— A single point of secure access for all your local and cloud data. Use our SDKs, APIs, and direct integrations with cloud providers to unify multimodal data from all local and cloud storage into one platform for in-depth data management, embedding-based data visualization, search, and granular curation. Annotate— Simplify and accelerate fine-grained labeling of multimodal data with native integration of SAM2 and SOTA models with HITL, project-specific granular ontologies, and customized workflows, and manage large-scale annotation teams with advanced analytics and insights. Evaluate—Validate and improve model predictions against ground-truth data to surface, curate, and prioritize the most valuable data for supercharged performance through model training and fine-tuning. Actively assess label quality at scale to improve model performance with high-quality datasets. Encord is trusted by pioneering AI teams at Synthesia, Captions AI, Tractable, Stanford Medicine, Flock Safety, Protex AI, Zoopla, Philips, and many more global companies. Confidentially build production AI with rich multimodal data. Encord is SOC 2, AICPA SOC, HIPAA, and GDPR compliant.

Encord Details
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Product Description

Machine learning and data operations teams of all sizes use Encord's collaborative applications, automation features, and APIs to annotate, manage, and evaluate their datasets for computer vision.


Seller Details
Seller
Encord
Year Founded
2020
HQ Location
San Francisco, US
Twitter
@encord_team
599 Twitter followers
LinkedIn® Page
www.linkedin.com
85 employees on LinkedIn®

Will C.
WC
Overview Provided by:

Recent Encord Reviews

Brian K.
BK
Brian K.Small-Business (50 or fewer emp.)
5.0 out of 5
"Great platform. The quality and throughput dashboards are a major plus!!"
The throughput and quality dashboards are a great help in understanding team performance on an admin level. Since our clients need to know exactly ...
AH
Azreen H.Mid-Market (51-1000 emp.)
5.0 out of 5
"Simple to use tool for collaboratively annotating data."
The platform’s collaborative feature has allowed us to improve the accuracy of all of our annotations resulting in a significant uptick in the qual...
PG
Promi G.Mid-Market (51-1000 emp.)
5.0 out of 5
"A great tool for complex and precise annotation"
Combined with the introduction of Meta’s SAM, the annotation tools have been a game changer.
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Encord Media

Encord Demo - Supercharge Your Annotations with Auto Segmentation
Experience the power of the Segment Anything Model (SAM), Meta’s visual foundation model, seamlessly integrated into Encord Annotate. With a single click, you can generate precise annotations with remarkable accuracy.
Encord Demo - Workflows
Leverage workflow automation to arrange, connect, and manage annotation workflows with no coding required. Unify your teams in one workflow to easily manage training data creation and scale your ML pipeline.
Encord Demo - DICOM and NIfTI labeling in Encord
Encord's medical imaging labeling tool supports a range of file formats, including DICOM and NIfTI. It also offers 3D annotation capabilities and windows defineable by Hounsfield units.
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Video Reviews

60 Encord Reviews

4.8 out of 5
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60 Encord Reviews
4.8 out of 5
60 Encord Reviews
4.8 out of 5

Encord Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons

Overall Review Sentiment for EncordQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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SA
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Encord?

This was the first tool we found that could handle the enormous labeling taxonomy we had. We have to catalog many different types of products and Encord’s ontology feature was extremely useful in packing everything into a usable structure. The interface is also quite intuitive and the hotkeys make it easy for our team to navigate and speed up the annotation process. Review collected by and hosted on G2.com.

What do you dislike about Encord?

While the tool is quite powerful, it could benefit from some customization options. The ability to personalize hotkeys and tool settings according to user preference would greatly enhance the user experience. Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

We use computer vision for inventory management in retail. The data annotation tool has significantly streamlined our annotation process, allowing us to annotate a large volume of images from our stores. This has led to improved accuracy in our computer vision models, which in turn contributes to efficient store operations and ultimately increased revenue.

This tool has cemented its place in our data pipeline and the Encord team has become a reliable component of our infrastructure support. Review collected by and hosted on G2.com.

AH
Mid-Market(51-1000 emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Encord?

The platform’s collaborative feature has allowed us to improve the accuracy of all of our annotations resulting in a significant uptick in the quality of the annotations. A level deeper, we’ve really enjoyed the level of granularity of annotations + frame classifications we’re able to get to with the ontologies. Review collected by and hosted on G2.com.

What do you dislike about Encord?

There were some initial bugs with the new workflow feature, but they seem to be sorted now. Overall, we’re very happy with the platform. Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

The previous inability to create a feedback loop between our reviewers and our annotators with their collaborative platform. We’ve noticed this is one of the strongest pieces of the platform. Review collected by and hosted on G2.com.

AH
Mid-Market(51-1000 emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Encord?

I like the ability of task management and automation tools to simplify and optimize complex workflows. Such tools can help increase efficiency and productivity, reduce errors and redundancies, and enable better collaboration among team members. The convenience of having everything organized and tracked in one place also adds to their appeal. Review collected by and hosted on G2.com.

What do you dislike about Encord?

Occasional lag and latency issues lead to slower production sometimes. Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

Encord is solving several problems related to data labeling, which can be a time-consuming and expensive task for businesses and organizations that need high-quality labeled data for their machine learning models.

Time and cost: Data labeling can be a time-consuming and costly process, especially when done manually. Encord's platform provides an automated solution that can significantly reduce the time and cost involved in labeling large datasets.

Quality and accuracy: Data labeling is a critical step in machine learning, and the quality and accuracy of the labels are essential for the success of the model. Encord's platform uses advanced algorithms and machine learning techniques to ensure the highest quality and accuracy of labeled data.

Scalability: As the amount of data that needs to be labeled continues to grow, scalability becomes a significant challenge. Encord's platform is designed to scale with the needs of the business, allowing for large datasets to be labeled quickly and accurately.

By addressing these problems, Encord's data labeling platform is benefiting businesses and organizations by providing them with high-quality labeled data in a timely and cost-effective manner. This allows them to focus on developing and improving their machine learning models, leading to better insights, improved decision-making, and increased efficiency. Review collected by and hosted on G2.com.

AI
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Encord?

Well documented APIs! Sounds simple, yet can not be emphasized enough! Getting Encord to just work with our pipeline was a walk in the park, and for the one odd time when we had to contact support, their team has been amazing and extremely friendly. The annotation tool itself is pure gold, easily paying for itself through increased productivity! Review collected by and hosted on G2.com.

What do you dislike about Encord?

Humble bragging, but they do an amazing job hyping up new features. For a normal API, this would not be a problem, but we have integrated our pipeline pretty deeply with Encord and would love a longer notice for new releases :) Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

Our main product depends on the quality of data, therefore a big chunk of our time is spent in manual processes and QA. This toold has helped us automate some of the pipelines and get rid of bottlenecks. Review collected by and hosted on G2.com.

RB
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Encord?

This annotation tool stands out from its competitors due to its impressive speed and remarkable stability. Moreover, its support for DICOM formatted files makes it an advantageous option for radiological studies. A crucial feature of any annotation platform is the ability to navigate seamlessly between sections during segmentation, which Encord accomplishes effortlessly. The platform's exceptional functionality to briefly categorize lesions during segmentation and subsequently procure statistics is highly commendable.

Encord boasts a wide range of segmentation tools, including the remarkable freehand drawing tool and various other options, making it a superior choice to other annotation platforms. Additionally, the brush tool is very user-friendly, contributing to the overall ease of use of the platform. The annotation tools are also highly intuitive, providing comprehensive coverage for various types of annotations.

Furthermore, Encord ensures seamless communication among engineers and other annotators, obviating the need for any additional communication platform. In summary, Encord offers exceptional functionality, ease of use, and versatility, making it an excellent option for annotation needs. Review collected by and hosted on G2.com.

What do you dislike about Encord?

There is not much negative thing to tell about the platform Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

Managing the workflow efficiently Review collected by and hosted on G2.com.

Verified User in Hospital & Health Care
AH
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite on behalf of seller
Incentivized Review
What do you like best about Encord?

-The platform is extremely user-friendly, making it easy for anyone to use.

-It offers all the necessary features for performing accurate semantic and temporal annotations, and even goes beyond that.

-Detailed documentation is provided to guide users through the platform.

-The platform integrates with SAM, without any additional costs.

-We have been using the platform for 6 months and it consistently improves and keeps up with the latest releases and client needs.

-The client support we receive is exceptional.

-Both the platform and client support are tailored towards healthcare applications, making it an excellent choice for professionals in this field.

-The platform offers a great price-to-cost ratio for university accounts. Review collected by and hosted on G2.com.

What do you dislike about Encord?

As it is a Web-based platform sometimes we experience lag or latency issues due to the Internet connection Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

We are working in Computer Vision in surgery and Encord supports all our projects. Review collected by and hosted on G2.com.

PR
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Encord?

One of the best bits of Encord are the powerful ontologies we can create. We can build a really complex labelling structure to cover advanced labelling requirements. Even more useful when combined with the action classification - means you can create very rich datasets to train a ML model on. Review collected by and hosted on G2.com.

What do you dislike about Encord?

There's nothing we majorly dislike about Encord. The platform is easy to use and responsive, and it doesn't take long to get our annotators up to speed with it. And any bug that does pop up gets dealt with really quickly. Good customer support team. Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

Encord has helped us tackle the problem of getting enough high quality training data into our models to train them. The ontologies mean we've got great datasets. The quality control workflow helps us maintain the quality of these datasets. And the labelling tool itself helps increase the efficiency of how we create these training datasets. Review collected by and hosted on G2.com.

Pratik S.
PS
Health, Wellness and Fitness
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite on behalf of seller
Incentivized Review
DF
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Encord?

Very robust annotation interface, easy to use, and quick to annotate lots of frames/visuals. I explored many, many annotation tools and I enjoy using Encord by far the most. Review collected by and hosted on G2.com.

What do you dislike about Encord?

Have seen occasional slowness/connection errors, but the interface is good at reporting them and making sure you don't lose data since it does auto-saving. Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

Encord allows us to label video data very quickly and effectively. It's export format is simple and easy to script against. Review collected by and hosted on G2.com.

BL
Data Scientist
Mid-Market(51-1000 emp.)
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Validated Reviewer
Verified Current User
Review source: G2 invite on behalf of seller
Incentivized Review
What do you like best about Encord?

Encord has helped us streamline our data pipelines and get our training data into one place. We've managed to build fairly seamless integrations using the flexible API -- it has evolved a lot since we started using it, and we've been pleased about the team's general responsiveness and speed in implementation. We've also been using some of the customizable dashboards & reports in our reporting, which has been a plus. The user interface is easy to navigate, and the object detection annotation tools (bounding box, etc.) are very expansive in functionality as we can define rich ontologies supported in the platform. Review collected by and hosted on G2.com.

What do you dislike about Encord?

There is a bit of a learning curve at the start, mostly due to a few bits and pieces missing from the documentation, but that seems to have improved massively over the past few months. Review collected by and hosted on G2.com.

What problems is Encord solving and how is that benefiting you?

As a data scientist, Encord has greatly benefited our team by streamlining the training data pipeline process and allowing for sophisticated data labelling tasks. The platform's ability to integrate with our vision training pipelines has dramatically improved our overall efficiency. Despite some of the earlier challenges with a few things missing in the docs (these are all resolved now), we'd highly recommend Encord to any data science team! Review collected by and hosted on G2.com.