Supervisely Computer Vision Platform Reviews

“Powerfull Researchers software

Pros

The use of advanced technology significantly improves the research process.

Cons

The system tends to run slowly, but aside from that, everything else works just fine.

“One Stop Shop for Complete Data Treatment Pipeline

Pros

It's useful for businesses that need to generate and prepare datasets for training in various computer vision tasks. It provides a comprehensive pipeline for handling data. Nowadays, many companies possess large amounts of unlabeled datasets but don't know how to effectively move from raw data to AI solutions. This is where Supervisely.ly becomes an essential tool, offering a complete deep learning workflow, managing everything from data, annotation, training, and evaluation, to the deployment of custom neural networks.

Cons

They offer limited free access to their GPU instances, which can be a bit restrictive.

“Allows for the development of AI Faster & in a more efficient manner

Pros

Unlike many other solutions out there, Supervisely really allows users to build a robust software that can integrate a variety of open-source tools and custom-built solutions into one unified ecosystem through the Supervisely Apps portfolio. It has a wide range of interactive web applications, all running directly in your browser and powered by Python. Much like a true operating system, Supervisely offers its users extensive customization and flexibility to tackle nearly any task related to computer vision. Its advanced labeling suites make it possible to collaborate on data, creating the perfect environment for developing neural networks.

Cons

Supervisely's wide range of features and services is undoubtedly impressive, but from what I've gathered, it's really most effective for organizations that operate on a larger scale. It seems to work best for those that can afford a significant initial investment and have a broad market reach, like Fortune 500 companies. Also, while the software requires some regular maintenance, the cost of installation and setting it up in the first place is extremely high, making it hard for smaller businesses to manage.

“Supervisely Computer Vision software is by far one one of the best programs of this type.

Pros

My productivity has increased drastically thanks to how easy it is to work with all the options that improve the quality of images and every component linked to this program. The Supervisely computer vision software stands out as one of the top tools of its kind. It allows me to efficiently edit data within a project, which has really enhanced my workflow. The creativity that goes into each new video project is now smoother, and having the ability to supervise every element in these projects is invaluable.

Cons

We haven't quite figured out why, but there are times when the program slows down for no clear reason. What we've had to do is either update the program or reinstall it, and this has happened to us a couple of times without any explanation. Apart from that, we haven't found anything else to complain about. It's a great program overall, and we plan to keep using the service.

“Best software for researchers, Multiple labelling tool

Pros

The 30-day free trial and version availability is fantastic. 2. It's simple to use in 3D 3. The best feature is the tool that provides accurate object detection. 4. It's incredibly useful for researchers who use Supervisely daily for labeling images and videos.

Cons

Supervisely currently supports SaaS and On-premise softwares only. If it could extend its support to other softwares like Windows, Linux, and Mac, it would be much more beneficial for researchers.

“It is quite pleasing to see the final result and admire the impact it generates when reproducing.

Pros

The Supervisely computer vision software is equipped with an array of tools that allow users to have a fully professional video editing experience. It helps create top-tier animations that clients will appreciate. The way this program handles both animations and data is exceptional, and the level of control it gives you over every detail in computer vision is outstanding. It's always satisfying to see the final result and admire its impact when it's in motion. I love using Supervisely because it's comprehensive, and all its features contribute to a smooth and personalized process.

Cons

Supervisely is a robust software for computer vision, packed with a lot of resources and features. However, it can be overwhelming for beginners trying to figure out all the functions and use them to their full potential. To really get the most out of it, you either need prior experience with similar programs or some sort of guide to help navigate through it. It's not the easiest tool to use, and managing every process within the program can be quite complicated. Hopefully, a future update can make it clearer by explaining the purpose of each option in more detail.

“Beyound the top

Pros

What I enjoy most is that it's simply amazing, one of the greatest softwares ever created for computer vision. It lets you transform images and data all in one place.

Cons

Honestly, there's not much to dislike about it. I'd say it's a 5-star program in my opinion. You can go live online, it's got a great API feature, so there's really not much to complain about.

“Supervisely - The Supreme Annotator for Machine Learning

Pros

The best part of working on our Deep Learning Diabetic Retinopathy Project was how precise the annotation tools were. We dealt with ".dicom" images that were over 1 GB each, and Supervisely made uploading and annotating so much easier compared to other annotation tools for computer vision. It makes image training simpler. Our team feels more comfortable using Supervisely.

Cons

Our team would like to see more shape tools added so that annotation can be done more efficiently.

“The future of Annotation for Deep Learning

Pros

The precision annotation was the standout feature in our Deep Learning Digital Pathology Project, especially when handling large svs images. Uploading and annotating these files is much easier compared to other annotation tools we've used in computer vision. The variety of shape tools and plugins make it super easy for Deep Learning researchers to annotate. Overall, Supervisely is a huge advantage for those in the field of Deep Learning.

Cons

Adding more shape tools would make annotation much easier for us.

“Best image annotation softwares for Machine Vision

Pros

Our favorite feature in our Deep Learning Digital Pathology Project was the precise annotation tools. We were working with .svs images, each over 1 GB in size, and Supervisely made it easy to upload and annotate them, especially compared to other computer vision annotation tools. This software simplifies the training process for images, and our team feels much more confident using Supervisely.

Cons

For now, we're pretty comfortable using Supervisely. If we run into any issues, I'll be sure to let you know in the future.