V7 Software Reviews

“A brilliant concept, superby executed

Pros

Spreadsheet technology has remained largely the same since 1979 when VisiCalc was introduced with support for formulas in spreadsheet cells. V7 changes the game by embedding a large language model (LLM) within each cell. Now, cells can hold not just numbers and formulas but also rich content like handwritten notes or scanned documents, which is a huge shift!

Cons

I just wish they had come up with this 20 years earlier.

“V7 is great

Pros

I find the software easy to navigate, and its structure is simple enough to grasp without much effort.

Cons

The software doesn't give an option to take back a submitted annotation.

“V7 is a very good image annotation tool

Pros

The automatic annotation tool, like SAM, is a feature I find incredibly useful. It even allows me to merge polygons, which has been very convenient.

Cons

I'd love to have a feature that lets me divide an existing polygon into several new ones. Plus, the lack of file management options on their site, like what Google Drive offers, feels a bit inconvenient with version 7.

“Very easy to use

Pros

The shortcut keys for annotation classes and tools, along with the filter menus for workflow stages, have been really helpful. The "don't include" filter, in particular, has been a great addition.

Cons

I wish there was a shortcut for approving annotations during review, but maybe I just have not found it yet.

“User-Friendly software

Pros

It is precise, easy, and packed with functional tools that make the annotation process quicker and easier.

Cons

There's not much to say, the software runs smoothly, the work saves right away, and it's easy to retrieve. No complaints here. It doesn't freeze, which makes for a smooth experience.

“Makes my work easy

Pros

One of my favorite aspects of this tool is the user interface. It's designed in a way that keeps everything you need easily accessible, and the hotkeys are thoughtfully implemented, speeding up my workflow. The icons for each tool are clear, making navigation simple. Tools like polygon and polyline also make it easier to annotate images while improving accuracy.

Cons

Sometimes, when dealing with large datasets, V7 tends to slow down, which adds extra time to the task.

“V7 is avery helpful data annotation tool

Pros

I love how the tool automates repetitive tasks, improving efficiency in the annotation process. It also offers features for quality control, like duplicate detection and consistency checks, which help maintain high standards.

Cons

The tool is NOT very user-friendly, making it hard for users to get around and make the most of its features. I think the interface and help features could use some improvement.

“Great experience with V7

Pros

The software is very simple, making annotations quick and easy, which helps me keep my projects moving forward without delays.

Cons

Nothing major to dislike so far, but I'd appreciate being able to use lines during the consensus stage.

“Most advanced features for data labelling

Pros

Exporting, annotating, and labeling documents with this tool have been very satisfying. Every feature meets my expectations. The layout of the UI and tools is both exciting and easy for anyone. There's no confusion when choosing the right tool for the task at hand. The automation features stand out, helping me complete tasks more efficiently, saving time while maintaining accuracy. It also allows for seamless management of team workflows, supporting multiple processes in one place.

Cons

It can be tricky at times to search or filter through a large amount of data. The filtering or sorting features either don't give accurate results or slow down when handling a lot of files.

“Most innovative and amazing tool

Pros

One of the standout features of this tool for me is how it simplifies data annotation. Thanks to its auto-annotation capabilities, I can label even complex objects in my dataset without much hassle. I also found the polygon annotation function particularly helpful in my work.

Cons

I would prefer more options to export my dataset in different formats, particularly when it comes to the instance segmentation format for YOLO. Also, it would be more convenient if the dataset could be directly hosted in the Colab notebook, similar to how Roboflow does it.

“Fast polygon annotation with the option of model hosting

Pros

I've tried several web-based annotation tools, and this one, especially with its model-assisted polygon annotation, ranks among the best. I also appreciate that they offer hosting options for companies just getting started with this technology. The pricing seems fair for what's being provided.

Cons

In my first week of using the service, I've had no issues. I've suggested a few improvements to help with navigating datasets, and they were receptive to my feedback.

“Gain performance in your work

Pros

With V7, time-consuming tasks like note-taking are completed much faster. It also allows you to design and manage scientific workflows through a highly user-friendly interface.

Cons

I'm just starting to use it, and so far, everything's going well.

“Exactly What I've Been Looking For!

Pros

After trying several different annotation tools, I came across V7 and quickly realized it had exactly what I needed. My datasets contain many similar images, and V7's ability to copy annotations saved me so much time, allowing me to work through my tasks faster. I was also pleasantly surprised by the image manipulation tools, which helped me isolate items from background noise for more accurate annotations.

Cons

No complaints. Everything's easy to use, and I have not come across any issues or bugs while using V7.

“Amazing AI software

Pros

I've been using V7 Labs' AI tool for my research on Computer Vision, particularly for data annotation and model training. It's by far the most innovative tool in this space. The software is packed with features that make annotating datasets and deploying models easier. The annotation tools are powerful yet simple to work with, allowing me to label even complex objects with just a few clicks. I've also used the 3D annotation tools, like the cuboid function, which I found fantastic. I highly recommend this software to anyone in Computer Vision who needs an efficient way to manage the entire workflow.

Cons

I can't say I dislike anything. All the features are truly impressive.

“Most Diverse software

Pros

What I love most about V7 Darwin is the variety of annotation tools it offers, which makes the process fast, simple, and effective. The user experience is smooth, with tools like the subtract and merge functions, which are ideal for pixel-perfect labeling. Navigating the UI is a breeze, and the entire process is so streamlined that it has significantly boosted my productivity.

Cons

The software runs smoothly without any problems, saving work quickly and making it easy to recover. As a result, there's minimal lag or freezing during use.

“GREAT TOOLS AND USER FRIENDLY INTERFACE

Pros

Personally, I've learned so much using V7 Darwin, and it has benefited our team immensely. The UI is clear and the tools are well-organized, making the software easy to understand, even for beginners. I remember when we had to label a highly complex project, and thanks to Darwin's precise polygon and merge tools, along with visible time tracking, we delivered high-quality labels within the deadline.

Cons

To be honest, nothing's bad. But it would be great to have an image search pane for users so we can select the asset we want to work on. V7 is my go-to!

“Very Practical and Easy to Use

Pros

After switching from Scale AI to V7, I've been really impressed with the UI. It's both visually appealing and easy to work with. The annotated datasets have a colorful and detailed view, especially when the sub-annotation feature is enabled.

Cons

V7 Darwin is a fantastic software with excellent tools. I'd recommend it to any annotator. There's nothing I dislike about it.

“Excelllent v7 Academy

Pros

The ability to create different QA workflows has been incredibly helpful for our team. We're able to implement multiple levels of review on the same task before delivering it to the client, ensuring a high level of quality.

Cons

Nothing to dislike, though the updates sometimes make the software slow down.

“Big Time Saver

Pros

I really like their UI. It's user-friendly and makes annotating quicker. The shortcuts are extensive, there's a key for pretty much everything, which speeds up the process. I especially appreciate the label count feature and the image manipulation tool, both of which are fantastic.

Cons

The occasional lag and automatic sign-outs are a bit annoying, but aside from that, everything else is great. Also, it would help if worker stats could be presented in a clearer format, even without exporting them.

“Everything is at the tip of my fingers!

Pros

V7 has been incredibly responsive to feedback and suggestions from users like me. Communication with their team about bugs is always interactive, and some of the features I suggested were implemented quickly. It makes working with V7 a smoother and more productive experience.

Cons

So far, so good. There's nothing to dislike right now. It's a little behind on NLP, but it seems like that's an area they're working on, and annotations sometimes go outside the image borders.