Encord Reviews & Product Details - Page 2

I appreciate the emphasis on FDA compliance in the annotation tool. The data generated from the tool is auditable and can be reviewed in specific ways, making it very handy for FDA clearance. This is especially beneficial for AI companies like ours building cutting-edge machine learning capabilities for stroke detection.

Support has been excellent -- the team oftentimes replies faster than I hit enter. Review collected by and hosted on G2.com.

The tool currently lacks some support for native model-assisted labeling on medical imagery which is a minor dislike and would speed things up a lot, but it seems that the team is working on it? Review collected by and hosted on G2.com.

- I appreciate how user-friendly the software is. The interface is intuitive, making it easy for me to navigate and utilize all of the features.

- The annotation tools are robust and allow for efficient and accurate labeling of various medical images - we're mostly doing MRI and CT, which seems to work well & renders consistently.

- The workflow management system streamlines the process of managing and organizing data for clinical machine learning workflows, which helps us keep track of cases and improves the overall organization of our data pipelines. Review collected by and hosted on G2.com.

- I haven't encountered any major issues with the software, but one minor inconvenience is that it doesn't have a mobile app, so I can't access it on my phone or tablet. Review collected by and hosted on G2.com.

The option of serving our models on their platform gives us the flexibility to use it as a ‘model proof-of-concept / validation system’ with a human in the loop that helps to uncover blindspots and edge cases in our production models. Annotation tools are easy to use and cover most of the various annotation types we need. Review collected by and hosted on G2.com.

We sometimes encounter a few functions missing from the Python SDK vs what’s present in the API, but the team tends to be pretty responsive in getting them added. Review collected by and hosted on G2.com.

For research and the other things, I am a heavy user of different annotation tools and I can confidently say that Encord is one of the best ones out there. Its versatility and ever-evolving nature never cease to amaze me, allowing me to annotate objects with ease and precision. I particularly enjoy using the polygonal and freehand tools, as well as the sculpture tool for more complex annotations. The interface is simple yet powerful and making annotation-intensive studies a breeze, especially when working with multiple objects. Review collected by and hosted on G2.com.

I have had no major issues with Encord yet. Review collected by and hosted on G2.com.

We have a large number of annotations per image, this was the first tool we used that didn’t have performance issues with the number of annotations while labelling. Their turbo mode feature is also very nifty for our use case. Review collected by and hosted on G2.com.

We have a large number of annotations per image, this was the first tool we used that didn’t have performance issues with the number of annotations while labelling. Their turbo mode feature is also very nifty for our use case. Review collected by and hosted on G2.com.

Encord's platform excels at enabling team collaboration, making it effortless to assign tasks, monitor progress, and balance workloads. The responsive support team is always eager to accommodate user needs and ensure a seamless experience Review collected by and hosted on G2.com.

While Encord has consistently improved its platform, there's room for more robust searching capabilities and a mobile version to manage team performance on-the-go. Review collected by and hosted on G2.com.

The video annotation tool provided by Encord is great and makes it easy to annotate frames in a video sequence, even for complex actions such as tracking moving parts in the manufacturing of espresso machines. Encord provides real-time collaboration features that allow multiple team members to work on the same project simultaneously. This has helped us improve our high-quality annotation throughput and keep our project timelines on track. Review collected by and hosted on G2.com.

We did encounter some minor performance issues when working on large datasets. However, the Encord team was quick to respond and fix the issue. Review collected by and hosted on G2.com.

"- Advanced Collaboration & quality control features that allow our 25+ annotation team to work on the same project simultaneously while still ensuring high quality

- Easy-to-use and ergonomic annotation tools that span all the different computer vision tasks we are focused on: bounding box, segmentation, pose estimation, landmark detection, and so on

" Review collected by and hosted on G2.com.

- Role-based access control can get a bit cumbersome to use at times, given that you have to add people manually to projects/datasets/ontologies instead of just being able to assign people permissions in bulk. Review collected by and hosted on G2.com.

Encord simplifies the workflow by offering a straightforward uploading process, even for complex DICOM format images, enabling efficient communication with radiologists. The platform also boasts an internal modeling system that provides a convenient option for users. Our experience with Encord has been highly satisfactory, with the platform serving as an indispensable tool in expediting and streamlining our work plan. Review collected by and hosted on G2.com.

We have been using it for a while but we did not have any major problems with Encord. Maybe, it is the case as we prefer constituting our team from inter-discipliner. Review collected by and hosted on G2.com.

The throughput and quality dashboards are a great help in understanding team performance on an admin level. Since our clients need to know exactly which team members are not doing so well and which task areas need more support I am able to get those insight at the click of a button and report them to the client.

I also loved the rapid evolution of the tool. It has greatly improved from when we initially started using it. Review collected by and hosted on G2.com.

Projects are broken down into silos with no interactivity within projects even if in the same space. There is no known way to clone the ontology and assignees from one project to another and I have to manually set that up from scratch each time. Review collected by and hosted on G2.com.