Encord Software Reviews

“Simple to use tool for collaboratively annotating data.

Pros

The collaborative feature on this software has really enhanced the precision of all our annotations, which has led to a noticeable improvement in their overall quality. On a deeper level, I've appreciated the high level of detail we're able to achieve with the annotations and frame classifications using the ontologies.

Cons

When the new workflow feature first rolled out, we did experience a few bugs, but those seem to be resolved now. Overall, we're really satisfied with the software.

“A great tool for complex and precise annotation

Pros

With the addition of Meta's SAM, the annotation tools have truly revolutionized the way we work.

Cons

We don't have any significant dislikes, but it could be a bit easier to locate the 'models.'

“My favorite annotation product

Pros

The annotation interface is highly comprehensive, simple, and quick when it comes to annotating multiple frames or visuals. I've tested numerous annotation tools, and Encord is hands down the one I enjoy using the most.

Cons

There's some slowness or connection errors, but I appreciate how the interface handles it by reporting the issue and ensuring no data is lost thanks to auto-saving.

“Great support, easy to get started

Pros

Encord makes it easier for us to classify and annotate large image datasets, and it also offers helpful analytics to track our team's performance.

Cons

There are occasional lag issues, and I'd love to see a more robust export feature to help with internal reporting.

“Good software

Pros

The software is incredibly easy, making it simple for just about anyone to use.

Cons

It provides all the essential tools needed for precise semantic and temporal annotations, and even goes beyond just the basics.

“it is an annotation specialist

Pros

I've always received prompt support whenever I needed it.

Cons

Nothing negative. The tool is incredibly simple to navigate and understand.

“Effortless Integration and Streamlined Workflow with Encord

Pros

Encord's complete SDK and user-friendly interface make integrating with our existing data pipelines easy. The thoughtfully designed hotkeys and different annotation tools make adding and adjusting annotations a smooth process.

Cons

The software would be much better with enhanced search feature, including a global search to make finding specific items quicker.

“Best in class for image annotation

Pros

Encord's hotkeys streamline adding and editing annotations, while the SDK simplifies the process of integrating data pipelines for our machine learning team.

Cons

Adding a global search feature would definitely improve the software.

“Harness the Power of Team Collaboration with Encord

Pros

The software really shines in promoting team collaboration, allowing us to easily assign tasks, keep track of progress, and manage workloads efficiently. Plus, the support team is always responsive and ready to meet our needs, ensuring things run smoothly.

Cons

Encord has consistently made improvements, but I think it could use stronger search capabilities and a mobile version to help manage team tasks while on the go.

“A Powerful tool which immensely helps to run my business efficiently.

Pros

The most valuable feature for me is how great the UI is and how effortlessly the software runs.

Cons

No dislikes at the moment.

“Performant annotation tool

Pros

We work with a high volume of annotations per image, and this was the first tool we used that didn't experience performance issues with such a large number of labels. Their turbo mode is particularly handy for our needs.

Cons

We have a large number of annotations per image, and this was the first tool we used that handled the volume without any performance issues while labeling. Their turbo mode is especially useful for our needs.

“Great tool for computer vision

Pros

We're using Encord for our computer vision research, and when it comes to annotation tools, it has a very user-friendly interface. The SDK is also easy to use. A standout feature they recently added is the Segment Anything Model, which has sped up our annotation process by about 4 times.

Cons

It would be great to have thumbnails on the datasets page for easier navigation.

“Optimal Annotation Solution for Medical Imaging

Pros

Encord supports the DICOM format for CT and MR images straight out of the box, offers open-stack cloud storage compatibility, and has excellent data loading performance. Their support team is also very responsive and quick to address any concerns.

Cons

The software lacks options to sort projects by study, patients, or subfolders, and sometimes connecting to cloud data takes longer than I'd like.

“Efficient Annotation for Retail Data

Pros

This was the first tool we discovered that could handle the large and complex labeling taxonomy we have. We need to categorize many different types of products, and Encord's ontology feature was incredibly useful in organizing everything into a practical structure. The interface is also very easy to navigate, and the hotkeys really help our team speed up the annotation process.

Cons

While this tool is very powerful, I believe it could really benefit from a few more customization options. For instance, allowing users to personalize hotkeys and tool settings would significantly improve the overall experience.

“High Tech software, absolute time saver

Pros

The APIs are well-documented, and though it might seem like a basic feature, it's crucial! Getting Encord up and running with our pipeline was a simple process. On the rare occasion we needed help, the support team was fantastic and extremely friendly. The annotation tool itself is a game-changer, paying for itself through the boost in productivity!

Cons

I have to give credit, they do an excellent job of promoting new features. Normally, this wouldn't be an issue, but since we have deeply integrated our pipeline with Encord, we'd really appreciate a bit more notice before new releases.

“A Powerful Tool for Sports Video Annotation

Pros

Encord's software is incredibly easy, especially when it comes to annotating sports videos. I've found that their support team is always quick to implement any customizations I need. The team management features make collaboration seamless, and I love how easily I can adjust access levels for different users.

Cons

I don't have any major complaints, as their support team has always been prompt in addressing any concerns or issues we've had.

“Streamlining Your Workflow with Task Management and Automation Tools

Pros

I really like how task management and automation tools simplify and optimize complex workflows for me. These tools not only help improve my efficiency and productivity, but they also reduce errors and redundancies, making collaboration with my team much smoother. I find it so convenient to have everything organized and tracked in one place, which really adds to their appeal.

Cons

There are lag and latency issues that can slow down production.

“Very useful software for team management and annotation automation

Pros

Encord's user-friendly interface and comprehensive SDK have made it incredibly easy for me to manage my team and automate data pipelines right from the start.

Cons

I don't have any significant dislikes at this point.

“Fast data labeling tool

Pros

The image and video annotation tool is fantastic and very easy to use. The hotkeys it offers have really sped up my workflow, allowing me to quickly label different objects and actions within videos. I find the overall experience very smooth and efficient.

Cons

I would like the option to customize the hotkeys to speed up the labeling process even more, which is something that's missing right now.

“Excellent for machine learning systems

Pros

When it comes to creating ontologies for labeling and related tasks, I've found it to be an incredibly easy and simple process, which really facilitates data extraction. These ontologies allow me to feed data into machine learning systems in various ways, making everything run smoothly. Also automated methods like detection, classification, and segmentation have improved my modeling phase. The ability to speed up my workflow with this methodology is a significant advantage as well.

Cons

There's nothing we strongly dislike about Encord.

“EnCord can simplify our almost-endless works :)

Pros

Encord has made my workflow so much easier, especially with how simple the uploading process is, even for more complex DICOM format images. This has really improved communication with radiologists. The software also includes an internal modeling system, which I find extremely convenient. My experience with Encord has been excellent, it's become an indispensable tool for streamlining and speeding up my work.

Cons

We've been using it for a while now and haven't faced any major issues. Maybe it's because we tend to assemble our team from different disciplines.

“Great software with exceptional tools

Pros

This annotation tool truly stands out for its speed and stability, something I haven't found in other softwares. Its support for DICOM-formatted files is a major benefit, particularly for radiological studies. I also appreciate how smoothly I can navigate between sections during segmentation. Encord's ability to categorize lesions during segmentation and then generate statistics is an exceptional feature that I find incredibly valuable.

Cons

Managing the workflow could be more streamlined.

“Great software, game changer for annotations

Pros

For my research and other work, I use various annotation tools heavily, and I can confidently say that Encord is one of the best. Its versatility and constantly evolving features never fail to impress me. I can annotate objects with great precision and ease, and I particularly enjoy using the polygonal, freehand, and sculpture tools for more complex annotations. The interface is simple yet powerful, making it easy for me to handle annotation-heavy studies, even when dealing with multiple objects.

Cons

I haven't run into any major issues with Encord so far.

“Collaborative annotation tool with great support

Pros

Encord's video annotation tool is outstanding, and it makes annotating video frames, even for complex actions, so much easier. For example, I've used it to track moving parts during the manufacturing of espresso machines, and it worked flawlessly. The real-time collaboration features allow multiple team members to work on the same project simultaneously, which has really helped us maintain high-quality annotation throughput and keep our project timelines on track.

Cons

We did face some minor performance issues when working with large datasets, but the Encord team was quick to respond and address the problem.

“Flexible and powerful labeling software

Pros

One of my favorite aspects of Encord is the ability to create powerful ontologies. I've been able to build complex labeling structures that meet advanced requirements, and when combined with action classification, it allows me to create rich datasets perfect for training machine learning models.

Cons

We don't have any major complaints about Encord. The software is easy to grasp and responsive, and our annotators pick it up quickly. Any bugs that do come up are handled swiftly by their support team, which is really helpful.