"V7 Darwin is accurate, user-friendly and functional, a wide variety of tools make annotation relatively quick and easy.

The subtract and merge options are particularly useful for pixel-perfect labeling which is a big plus and not something I've seen elsewhere, the experience so far has been smooth with no issues. V7 is my go-to platform." Review collected by and hosted on G2.com.

"Not much to say here, the platform works well with no hindrance, and the work is promptly saved and easily retrieved. No problems. The platform does not freeze and makes for a smooth experience." Review collected by and hosted on G2.com.

My company performs a lot of data labelling using multiple platforms - we choose V7 frequently for Computer Vision projects due to the ease of managing workflows and quality control stage gates, the simplicity of the UX, the auto-annotate feature - and the fact that its preferred by our annotators. They also have a fantastic and highly responsive team. Review collected by and hosted on G2.com.

Not much honestly. Not as strong on NLP yet (or certain data types like LIDAR) but I expect this might be a growth area for the company, and I wouldn't be surprised if they tackle these areas with the same zeal and competency should they choose to invest in them. Review collected by and hosted on G2.com.

Darwin is a great tool for annotating. We found it very easy to manage images, annotations, and annotators. The images we use in our line of work should stress-test most image-processing services, but Darwin seems to operate fast enough for our satisfaction. There are some niche tools we use that are missing in the interface, but their support team is very responsive, I felt our feature requests are heard and being worked on. Review collected by and hosted on G2.com.

Not a lot to be honest. If I have to write something, I guess the documentation is a bit rough on the edges. Review collected by and hosted on G2.com.

With V7 time-consuming tasks such as notes are performed in a very agile way. In addition, you can create and manage your scientific workflows with a very intuitive interface. Review collected by and hosted on G2.com.

I'm still starting to use it, so far no problems. Review collected by and hosted on G2.com.

- powerful API and tooling to quickly generate interpolated annotations which is so valuable for our unstructured data use case

- quick and responsive support

- active product roadmap with more great features coming Review collected by and hosted on G2.com.

we've made some additional product requests around immutable video metadata and workflow management which are actively being worked on Review collected by and hosted on G2.com.

V7 delivers an extremely intuitive UI. The tool is very user-friendly and it doesn't take much time to get used to it. It has a shallow learning curve. Keyboard shortcuts are really helpful and they make it much easier to annotate data. We like their auto-annotation tool because it’s quite accurate and saves a lot of time.

The API support is nice as well. It allowed us to code our parsers as well as it allowed us directly upload data from the command line. We had no issues importing and exporting our data, which wasn’t always the case with other tools that we used. Great customer support, too. Review collected by and hosted on G2.com.

To be honest, we haven't found any major dislike although we've been using it for more than 3 months. Everything is going smoothly so far. Review collected by and hosted on G2.com.

V7 have the best customer service I've experienced in the industry, responding quickly to issues and keeping us posted on updates etc. Review collected by and hosted on G2.com.

Honestly not much to complain about so far Review collected by and hosted on G2.com.

Multiple options to select from when exporting annotations

s3 integration was just perfect for me as i was able to break the video down into frames automatically right after after upload. Review collected by and hosted on G2.com.

far too often i'm been met with this problem where i have to delete and re-draw

the bounding box multiple times around the object before it gets segmented.

The error is about your system being down at the moment or that i a slow internet connection (which is not the case) Review collected by and hosted on G2.com.

Annotating for complex tasks like segmentation is much easier with the auto-annotate tool. I no longer have to select all boundary points for creating segmentation maps as the tool allows me to draw a rough bounding box, creating a map on its own that can be tweaked to meet our requirements. Just recently the team introduced the option to plug in external models to annotate data and we are very excited to explore it in the upcoming months. The interface is also very intuitive so using the tool is quite easy, especially after you learn the keyboard shortcuts. Review collected by and hosted on G2.com.

Nothing major with the annotation tool. While the CLI SDK is amazing for uploading data, it might be tricky for beginners. The documentation is a huge help here and is easy to follow. Review collected by and hosted on G2.com.

V7 has one of the best customer support teams I've ever come across. From the smooth onboarding to adding new features requested by us - they really listen to the feedback and are very responsive. The UI is very intuitive which helped us reduce the time spent on labeling. We label videos, and V7's interpolation features made it easier and faster to annotate our data. They also have an open API and allow for the import and export of data in multiple formats. Review collected by and hosted on G2.com.

I have been using V7 for months now in a number of projects, but I don't have any major complaints. Some minor bugs and fixes that I suggested were fixed by the team on the go. Review collected by and hosted on G2.com.